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@article{DBLP:journals/amc/YueL24,
author = {Yuanyuan Yue and
Qingshan Liu},
title = {Distributed dual consensus algorithm for time-varying optimization
with coupled equality constraint},
journal = {Appl. Math. Comput.},
volume = {474},
pages = {128712},
year = {2024}
}
@article{DBLP:journals/lgrs/LinHWL24,
author = {Hui Lin and
Renlong Hang and
Shanmin Wang and
Qingshan Liu},
title = {DiFormer: {A} Difference Transformer Network for Remote Sensing Change
Detection},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {21},
pages = {1--5},
year = {2024}
}
@article{DBLP:journals/mia/RenXDLSL24,
author = {Chuan{-}Xian Ren and
Gengxin Xu and
Dao{-}Qing Dai and
Li Lin and
Ying Sun and
Qing{-}Shan Liu},
title = {Cross-site prognosis prediction for nasopharyngeal carcinoma from
incomplete multi-modal data},
journal = {Medical Image Anal.},
volume = {93},
pages = {103103},
year = {2024}
}
@article{DBLP:journals/mlc/ChenQZLLM24,
author = {Qingshan Chen and
Zhenzhen Quan and
Yifan Zheng and
Yujun Li and
Zhi Liu and
Mikhail G. Mozerov},
title = {{MSIF:} multi-spectrum image fusion method for cross-modality person
re-identification},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {15},
number = {2},
pages = {647--665},
year = {2024}
}
@article{DBLP:journals/nn/LiLC24,
author = {Jinming Li and
Qingshan Liu and
Guoyi Chi},
title = {Distributed deep reinforcement learning based on bi-objective framework
for multi-robot formation},
journal = {Neural Networks},
volume = {171},
pages = {61--72},
year = {2024}
}
@article{DBLP:journals/nn/WangLX24,
author = {Haitao Wang and
Qingshan Liu and
Chentao Xu},
title = {Predefined-time distributed optimization and anti-disturbance control
for nonlinear multi-agent system with neural network estimator: {A}
hierarchical framework},
journal = {Neural Networks},
volume = {175},
pages = {106270},
year = {2024}
}
@article{DBLP:journals/sivp/ZangY0XLZ24,
author = {Ying Zang and
Chunan Yu and
Chenglong Fu and
Zhenfeng Xue and
Qingshan Liu and
Yong Zhang},
title = {Freshness uniformity measurement network based on multi-layer feature
fusion and histogram layer},
journal = {Signal Image Video Process.},
volume = {18},
number = {2},
pages = {1525--1538},
year = {2024}
}
@article{DBLP:journals/staeors/ZhouHJPLY24,
author = {Yunlong Zhou and
Renlong Hang and
Fanfan Ji and
Zefeng Pan and
Qingshan Liu and
Xiao{-}Tong Yuan},
title = {Spatiotemporal Enhanced Adversarial Network for Precipitation Nowcasting},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {17},
pages = {7608--7620},
year = {2024}
}
@article{DBLP:journals/tac/ZhengLW24,
author = {Yanling Zheng and
Qingshan Liu and
Jun Wang},
title = {A Specified-Time Convergent Multiagent System for Distributed Optimization
With a Time-Varying Objective Function},
journal = {{IEEE} Trans. Autom. Control.},
volume = {69},
number = {2},
pages = {1257--1264},
year = {2024}
}
@article{DBLP:journals/tcsv/JiangWCQL24,
author = {Shengqin Jiang and
Qing Wang and
Fengna Cheng and
Yuankai Qi and
Qingshan Liu},
title = {A Unified Object Counting Network With Object Occupation Prior},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {34},
number = {2},
pages = {1147--1158},
year = {2024}
}
@article{DBLP:journals/tgrs/HangXYL24,
author = {Renlong Hang and
Siqi Xu and
Panli Yuan and
Qingshan Liu},
title = {AANet: An Ambiguity-Aware Network for Remote-Sensing Image Change
Detection},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--11},
year = {2024}
}
@article{DBLP:journals/tgrs/LiuHZSL24,
author = {Guangyu Liu and
Renlong Hang and
Rui Zhang and
Chunxiang Shi and
Qingshan Liu},
title = {A Closed-Loop Circular Regression Network for 2-m Air Temperature
Downscaling Over Southwestern China},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--12},
year = {2024}
}
@article{DBLP:journals/tgrs/ZhangLYLH24,
author = {Rui Zhang and
Yingjie Liu and
Luhui Yue and
Qingshan Liu and
Renlong Hang},
title = {Estimating Tropical Cyclone Intensity Using an {STIA} Model From Himawari-8
Satellite Images in the Western North Pacific Basin},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--13},
year = {2024}
}
@article{DBLP:journals/tgrs/ZhouXYHL24,
author = {Feng Zhou and
Chao Xu and
Guowei Yang and
Renlong Hang and
Qingshan Liu},
title = {Masked Spectral-Spatial Feature Prediction for Hyperspectral Image
Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--13},
year = {2024}
}
@article{DBLP:journals/tmm/JiYL24,
author = {Fanfan Ji and
Xiao{-}Tong Yuan and
Qingshan Liu},
title = {Soft Weight Pruning for Cross-Domain Few-Shot Learning With Unlabeled
Target Data},
journal = {{IEEE} Trans. Multim.},
volume = {26},
pages = {6759--6769},
year = {2024}
}
@article{DBLP:journals/tmm/LiSCGL24,
author = {Junxia Li and
Deshuo Shi and
Ying Cui and
Dongyan Guo and
Qingshan Liu},
title = {Adaptive Activation Network for Weakly Supervised Semantic Segmentation},
journal = {{IEEE} Trans. Multim.},
volume = {26},
pages = {6078--6089},
year = {2024}
}
@article{DBLP:journals/tnn/XiaXZLS24,
author = {Guiyu Xia and
Peng Xue and
Du Zhang and
Qingshan Liu and
Yubao Sun},
title = {A Deep Learning Framework for Start-End Frame Pair-Driven Motion Synthesis},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {5},
pages = {7021--7034},
year = {2024}
}
@article{DBLP:journals/tnse/LiHLZC24,
author = {Kaixuan Li and
Qilong Hu and
Qingshan Liu and
Zhigang Zeng and
Fan Cheng},
title = {A Predefined-Time Consensus Algorithm of Multi-Agent System for Distributed
Constrained Optimization},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {11},
number = {1},
pages = {957--968},
year = {2024}
}
@article{DBLP:journals/vc/ZangCLHL24,
author = {Ying Zang and
Runlong Cao and
Hui Li and
Wenjun Hu and
Qingshan Liu},
title = {{MAPD:} multi-receptive field and attention mechanism for multispectral
pedestrian detection},
journal = {Vis. Comput.},
volume = {40},
number = {4},
pages = {2819--2831},
year = {2024}
}
@inproceedings{DBLP:conf/aaai/WangCGL0S24,
author = {Jun Wang and
Ying Cui and
Dongyan Guo and
Junxia Li and
Qingshan Liu and
Chunhua Shen},
title = {PointAttN: You Only Need Attention for Point Cloud Completion},
booktitle = {{AAAI}},
pages = {5472--5480},
publisher = {{AAAI} Press},
year = {2024}
}
@proceedings{DBLP:conf/prcv/2023-1,
editor = {Qingshan Liu and
Hanzi Wang and
Zhanyu Ma and
Weishi Zheng and
Hongbin Zha and
Xilin Chen and
Liang Wang and
Rongrong Ji},
title = {Pattern Recognition and Computer Vision - 6th Chinese Conference,
{PRCV} 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {14425},
publisher = {Springer},
year = {2024}
}
@proceedings{DBLP:conf/prcv/2023-10,
editor = {Qingshan Liu and
Hanzi Wang and
Zhanyu Ma and
Weishi Zheng and
Hongbin Zha and
Xilin Chen and
Liang Wang and
Rongrong Ji},
title = {Pattern Recognition and Computer Vision - 6th Chinese Conference,
{PRCV} 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part
{X}},
series = {Lecture Notes in Computer Science},
volume = {14434},
publisher = {Springer},
year = {2024}
}
@proceedings{DBLP:conf/prcv/2023-11,
editor = {Qingshan Liu and
Hanzi Wang and
Zhanyu Ma and
Weishi Zheng and
Hongbin Zha and
Xilin Chen and
Liang Wang and
Rongrong Ji},
title = {Pattern Recognition and Computer Vision - 6th Chinese Conference,
{PRCV} 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part
{XI}},
series = {Lecture Notes in Computer Science},
volume = {14435},
publisher = {Springer},
year = {2024}
}
@proceedings{DBLP:conf/prcv/2023-12,
editor = {Qingshan Liu and
Hanzi Wang and
Zhanyu Ma and
Weishi Zheng and
Hongbin Zha and
Xilin Chen and
Liang Wang and
Rongrong Ji},
title = {Pattern Recognition and Computer Vision - 6th Chinese Conference,
{PRCV} 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part
{XII}},
series = {Lecture Notes in Computer Science},
volume = {14436},
publisher = {Springer},
year = {2024}
}
@proceedings{DBLP:conf/prcv/2023-13,
editor = {Qingshan Liu and
Hanzi Wang and
Zhanyu Ma and
Weishi Zheng and
Hongbin Zha and
Xilin Chen and
Liang Wang and
Rongrong Ji},
title = {Pattern Recognition and Computer Vision - 6th Chinese Conference,
{PRCV} 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part
{XIII}},
series = {Lecture Notes in Computer Science},
volume = {14437},
publisher = {Springer},
year = {2024}
}
@proceedings{DBLP:conf/prcv/2023-2,
editor = {Qingshan Liu and
Hanzi Wang and
Zhanyu Ma and
Weishi Zheng and
Hongbin Zha and
Xilin Chen and
Liang Wang and
Rongrong Ji},
title = {Pattern Recognition and Computer Vision - 6th Chinese Conference,
{PRCV} 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {14426},
publisher = {Springer},
year = {2024}
}
@proceedings{DBLP:conf/prcv/2023-3,
editor = {Qingshan Liu and
Hanzi Wang and
Zhanyu Ma and
Weishi Zheng and
Hongbin Zha and
Xilin Chen and
Liang Wang and
Rongrong Ji},
title = {Pattern Recognition and Computer Vision - 6th Chinese Conference,
{PRCV} 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {14427},
publisher = {Springer},
year = {2024}
}
@proceedings{DBLP:conf/prcv/2023-4,
editor = {Qingshan Liu and
Hanzi Wang and
Zhanyu Ma and
Weishi Zheng and
Hongbin Zha and
Xilin Chen and
Liang Wang and
Rongrong Ji},
title = {Pattern Recognition and Computer Vision - 6th Chinese Conference,
{PRCV} 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {14428},
publisher = {Springer},
year = {2024}
}
@proceedings{DBLP:conf/prcv/2023-5,
editor = {Qingshan Liu and
Hanzi Wang and
Zhanyu Ma and
Weishi Zheng and
Hongbin Zha and
Xilin Chen and
Liang Wang and
Rongrong Ji},
title = {Pattern Recognition and Computer Vision - 6th Chinese Conference,
{PRCV} 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part
{V}},
series = {Lecture Notes in Computer Science},
volume = {14429},
publisher = {Springer},
year = {2024}
}
@proceedings{DBLP:conf/prcv/2023-6,
editor = {Qingshan Liu and
Hanzi Wang and
Zhanyu Ma and
Weishi Zheng and
Hongbin Zha and
Xilin Chen and
Liang Wang and
Rongrong Ji},
title = {Pattern Recognition and Computer Vision - 6th Chinese Conference,
{PRCV} 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part
{VI}},
series = {Lecture Notes in Computer Science},
volume = {14430},
publisher = {Springer},
year = {2024}
}
@proceedings{DBLP:conf/prcv/2023-7,
editor = {Qingshan Liu and
Hanzi Wang and
Zhanyu Ma and
Weishi Zheng and
Hongbin Zha and
Xilin Chen and
Liang Wang and
Rongrong Ji},
title = {Pattern Recognition and Computer Vision - 6th Chinese Conference,
{PRCV} 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part
{VII}},
series = {Lecture Notes in Computer Science},
volume = {14431},
publisher = {Springer},
year = {2024}
}
@proceedings{DBLP:conf/prcv/2023-8,
editor = {Qingshan Liu and
Hanzi Wang and
Zhanyu Ma and
Weishi Zheng and
Hongbin Zha and
Xilin Chen and
Liang Wang and
Rongrong Ji},
title = {Pattern Recognition and Computer Vision - 6th Chinese Conference,
{PRCV} 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part
{VIII}},
series = {Lecture Notes in Computer Science},
volume = {14432},
publisher = {Springer},
year = {2024}
}
@proceedings{DBLP:conf/prcv/2023-9,
editor = {Qingshan Liu and
Hanzi Wang and
Zhanyu Ma and
Weishi Zheng and
Hongbin Zha and
Xilin Chen and
Liang Wang and
Rongrong Ji},
title = {Pattern Recognition and Computer Vision - 6th Chinese Conference,
{PRCV} 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part
{IX}},
series = {Lecture Notes in Computer Science},
volume = {14433},
publisher = {Springer},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-12438,
author = {Qingshan Xu and
Jiao Liu and
Melvin Wong and
Caishun Chen and
Yew{-}Soon Ong},
title = {Precise-Physics Driven Text-to-3D Generation},
journal = {CoRR},
volume = {abs/2403.12438},
year = {2024}
}
@article{DBLP:journals/corr/abs-2404-04887,
author = {Qingshan Hou and
Shuai Cheng and
Peng Cao and
Jinzhu Yang and
Xiaoli Liu and
Osmar R. Za{\"{\i}}ane and
Yih Chung Tham},
title = {A Clinical-oriented Multi-level Contrastive Learning Method for Disease
Diagnosis in Low-quality Medical Images},
journal = {CoRR},
volume = {abs/2404.04887},
year = {2024}
}
@article{DBLP:journals/corr/abs-2404-12642,
author = {Shanmin Wang and
Hui Shuai and
Qingshan Liu and
Fei Wang},
title = {Cooperative Sentiment Agents for Multimodal Sentiment Analysis},
journal = {CoRR},
volume = {abs/2404.12642},
year = {2024}
}
@article{DBLP:journals/bioinformatics/ChengWZZZWWLYG23,
author = {Lixin Cheng and
Haonan Wu and
Xubin Zheng and
Ning Zhang and
Pengfei Zhao and
Ran Wang and
Qiong Wu and
Tao Liu and
Xiaojun Yang and
Qingshan Geng},
title = {{GPGPS:} a robust prognostic gene pair signature of glioma ensembling
\emph{IDH} mutation and 1p/19q co-deletion},
journal = {Bioinform.},
volume = {39},
number = {1},
year = {2023}
}
@article{DBLP:journals/cbm/LiuGZHZDL23,
author = {Qingshan Liu and
Cuiyun Gao and
Yang Zhao and
Songqun Huang and
Yuqing Zhang and
Xiaoyu Dong and
Zhonghai Lu},
title = {Health warning based on 3R {ECG} Sample's combined features and {LSTM}},
journal = {Comput. Biol. Medicine},
volume = {162},
pages = {107082},
year = {2023}
}
@article{DBLP:journals/cviu/QuanCLLC23,
author = {Zhenzhen Quan and
Qingshan Chen and
Yujun Li and
Zhi Liu and
Yan Cui},
title = {{ARCTIC:} {A} knowledge distillation approach via attention-based
relation matching and activation region constraint for RGB-to-Infrared
videos action recognition},
journal = {Comput. Vis. Image Underst.},
volume = {237},
pages = {103853},
year = {2023}
}
@article{DBLP:journals/fcsc/RuanSLCL23,
author = {Hongjia Ruan and
Huihui Song and
Bo Liu and
Yong Cheng and
Qingshan Liu},
title = {Intellectual property protection for deep semantic segmentation models},
journal = {Frontiers Comput. Sci.},
volume = {17},
number = {1},
pages = {171306},
year = {2023}
}
@article{DBLP:journals/ijcse/XiaoTLLHH23,
author = {Kaihan Xiao and
Qingshan Tang and
Si Liu and
Sijie Li and
Jiayi Huang and
Tao Huang},
title = {A novel dual-fusion algorithm of single image dehazing based on anisotropic
diffusion and Gaussian filter},
journal = {Int. J. Comput. Sci. Eng.},
volume = {26},
number = {1},
pages = {54--64},
year = {2023}
}
@article{DBLP:journals/ijon/MengL23,
author = {Xiwang Meng and
Qingshan Liu},
title = {A consensus algorithm based on multi-agent system with state noise
and gradient disturbance for distributed convex optimization},
journal = {Neurocomputing},
volume = {519},
pages = {148--157},
year = {2023}
}
@article{DBLP:journals/ijprai/ZhuLX23,
author = {Jun Zhu and
Qingshan Liu and
Chentao Xu},
title = {Graph Convolutional Neural Network with Multi-Scale Attention Mechanism
for EEG-Based Motion Imagery Classification},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {37},
number = {14},
pages = {2354020:1--2354020:19},
year = {2023}
}
@article{DBLP:journals/jfi/Xu023,
author = {Chentao Xu and
Qingshan Liu},
title = {A resilient distributed optimization algorithm based on consensus
of multi-agent system against two attack scenarios},
journal = {J. Frankl. Inst.},
volume = {360},
number = {12},
pages = {9096--9114},
year = {2023}
}
@article{DBLP:journals/mms/MaXL23,
author = {Furong Ma and
Guiyu Xia and
Qingshan Liu},
title = {Human pose transfer via shape-aware partial flow prediction network},
journal = {Multim. Syst.},
volume = {29},
number = {4},
pages = {2059--2072},
year = {2023}
}
@article{DBLP:journals/pami/ShuaiWL23,
author = {Hui Shuai and
Lele Wu and
Qingshan Liu},
title = {Adaptive Multi-View and Temporal Fusing Transformer for 3D Human Pose
Estimation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {4},
pages = {4122--4135},
year = {2023}
}
@article{DBLP:journals/pami/WangCHCLC23,
author = {Peisong Wang and
Weihan Chen and
Xiangyu He and
Qiang Chen and
Qingshan Liu and
Jian Cheng},
title = {Optimization-Based Post-Training Quantization With Bit-Split and Stitching},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {2},
pages = {2119--2135},
year = {2023}
}
@article{DBLP:journals/peerj-cs/WangL23,
author = {Miao Wang and
Qingshan Liu},
title = {A robust cooperative localization algorithm based on covariance intersection
method for multi-robot systems},
journal = {PeerJ Comput. Sci.},
volume = {9},
pages = {e1373},
year = {2023}
}
@article{DBLP:journals/pr/LiuZZCL23,
author = {Yan Liu and
Kaihua Zhang and
Yaqian Zhao and
Hu Chen and
Qingshan Liu},
title = {Bi-RRNet: Bi-level recurrent refinement network for camouflaged object
detection},
journal = {Pattern Recognit.},
volume = {139},
pages = {109514},
year = {2023}
}
@article{DBLP:journals/sivp/ZangFYLDL23,
author = {Ying Zang and
Chenglong Fu and
Dongsheng Yang and
Hui Li and
Chaotao Ding and
Qingshan Liu},
title = {Transformer fusion and histogram layer multispectral pedestrian detection
network},
journal = {Signal Image Video Process.},
volume = {17},
number = {7},
pages = {3545--3553},
year = {2023}
}
@article{DBLP:journals/staeors/LiuZHGSL23,
author = {Guangyu Liu and
Rui Zhang and
Renlong Hang and
Lingling Ge and
Chunxiang Shi and
Qingshan Liu},
title = {Statistical Downscaling of Temperature Distributions in Southwest
China by Using Terrain-Guided Attention Network},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {16},
pages = {1678--1690},
year = {2023}
}
@article{DBLP:journals/taffco/WangSLL23,
author = {Shanmin Wang and
Hui Shuai and
Chengguang Liu and
Qingshan Liu},
title = {Bias-Based Soft Label Learning for Facial Expression Recognition},
journal = {{IEEE} Trans. Affect. Comput.},
volume = {14},
number = {4},
pages = {3257--3268},
year = {2023}
}
@article{DBLP:journals/talip/CaoWWL23,
author = {Yidan Cao and
Qingshan Wang and
Qi Wang and
Peng Liu},
title = {Can Same-right-and-different-left Gestures Be Recognized with Only
Right-hand Signals?},
journal = {{ACM} Trans. Asian Low Resour. Lang. Inf. Process.},
volume = {22},
number = {9},
pages = {226:1--226:19},
year = {2023}
}
@article{DBLP:journals/tcsv/HangQL23,
author = {Renlong Hang and
Xuwei Qian and
Qingshan Liu},
title = {MSNet: Multi-Resolution Synergistic Networks for Adaptive Inference},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {33},
number = {5},
pages = {2009--2018},
year = {2023}
}
@article{DBLP:journals/tcsv/QuanCZHZHLL23,
author = {Zhenzhen Quan and
Qingshan Chen and
Moyan Zhang and
Weifeng Hu and
Qiang Zhao and
Jiangang Hou and
Yujun Li and
Zhi Liu},
title = {{MAWKDN:} {A} Multimodal Fusion Wavelet Knowledge Distillation Approach
Based on Cross-View Attention for Action Recognition},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {33},
number = {10},
pages = {5734--5749},
year = {2023}
}
@article{DBLP:journals/tcsv/XiaLZSL23,
author = {Guiyu Xia and
Dong Luo and
Zeyuan Zhang and
Yubao Sun and
Qingshan Liu},
title = {3D Information Guided Motion Transfer via Sequential Image Based Human
Model Refinement and Face-Attention {GAN}},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {33},
number = {7},
pages = {3270--3283},
year = {2023}
}
@article{DBLP:journals/tcyb/XiaMLZ23,
author = {Guiyu Xia and
Furong Ma and
Qingshan Liu and
Du Zhang},
title = {Pose-Driven Realistic 2-D Motion Synthesis},
journal = {{IEEE} Trans. Cybern.},
volume = {53},
number = {4},
pages = {2412--2425},
year = {2023}
}
@article{DBLP:journals/tgrs/NiLGTC23,
author = {Huan Ni and
Qingshan Liu and
Haiyan Guan and
Hong Tang and
Jocelyn Chanussot},
title = {Category-Level Assignment for Cross-Domain Semantic Segmentation in
Remote Sensing Images},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--16},
year = {2023}
}
@article{DBLP:journals/tgrs/ShuaiL23,
author = {Hui Shuai and
Qingshan Liu},
title = {Geometry-Injected Image-Based Point Cloud Semantic Segmentation},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--10},
year = {2023}
}
@article{DBLP:journals/tgrs/ZhouXHZL23,
author = {Feng Zhou and
Chao Xu and
Renlong Hang and
Rui Zhang and
Qingshan Liu},
title = {Mining Joint Intraimage and Interimage Context for Remote Sensing
Change Detection},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--12},
year = {2023}
}
@article{DBLP:journals/tip/ZhuSLL23,
author = {Yisheng Zhu and
Hui Shuai and
Guangcan Liu and
Qingshan Liu},
title = {Multilevel Spatial-Temporal Excited Graph Network for Skeleton-Based
Action Recognition},
journal = {{IEEE} Trans. Image Process.},
volume = {32},
pages = {496--508},
year = {2023}
}
@article{DBLP:journals/titb/GaoLSZ23,
author = {Yunyuan Gao and
Yici Liu and
Qingshan She and
Jianhai Zhang},
title = {Domain Adaptive Algorithm Based on Multi-Manifold Embedded Distributed
Alignment for Brain-Computer Interfaces},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {27},
number = {1},
pages = {296--307},
year = {2023}
}
@article{DBLP:journals/tmm/ZhangWDLLL23,
author = {Kaihua Zhang and
Yang Wu and
Mingliang Dong and
Bo Liu and
Dong Liu and
Qingshan Liu},
title = {Deep Object Co-Segmentation and Co-Saliency Detection via High-Order
Spatial-Semantic Network Modulation},
journal = {{IEEE} Trans. Multim.},
volume = {25},
pages = {5733--5746},
year = {2023}
}
@article{DBLP:journals/tnn/LiWPLG23,
author = {Junxia Li and
Ziyang Wang and
Zefeng Pan and
Qingshan Liu and
Dongyan Guo},
title = {Looking at Boundary: Siamese Densely Cooperative Fusion for Salient
Object Detection},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {7},
pages = {3580--3593},
year = {2023}
}
@article{DBLP:journals/tsg/LiuXYZ23,
author = {Yan Liu and
Qingshan Xu and
Yongbiao Yang and
Weiguo Zhang},
title = {Detection of Electric Bicycle Indoor Charging for Electrical Safety:
{A} {NILM} Approach},
journal = {{IEEE} Trans. Smart Grid},
volume = {14},
number = {5},
pages = {3862--3875},
year = {2023}
}
@article{DBLP:journals/tsg/XiaXHLL23,
author = {Yuanxing Xia and
Qingshan Xu and
Yu Huang and
Yihan Liu and
Fangxing Li},
title = {Preserving Privacy in Nested Peer-to-Peer Energy Trading in Networked
Microgrids Considering Incomplete Rationality},
journal = {{IEEE} Trans. Smart Grid},
volume = {14},
number = {1},
pages = {606--622},
year = {2023}
}
@article{DBLP:journals/tsmc/LiLZ23,
author = {Kaixuan Li and
Qingshan Liu and
Zhigang Zeng},
title = {Multiagent System With Periodic and Event-Triggered Communications
for Solving Distributed Resource Allocation Problem},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {53},
number = {10},
pages = {6245--6256},
year = {2023}
}
@inproceedings{DBLP:conf/icaci/MengLX23,
author = {Xiwang Meng and
Qingshan Liu and
Jiang Xiong},
title = {An Accelerated Gradient Tracking Algorithm with Projection Error for
Distributed Optimization},
booktitle = {{ICACI}},
pages = {1--6},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/icara/ZhengLC23,
author = {Yanling Zheng and
Qingshan Liu and
Guoyi Chi},
title = {A Discrete-time Distributed Optimization Algorithm for Multi-robot
Coordination Target Monitor},
booktitle = {{ICARA}},
pages = {145--149},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/iccv/SuSLLL23,
author = {Tiankang Su and
Huihui Song and
Dong Liu and
Bo Liu and
Qingshan Liu},
title = {Unsupervised Video Object Segmentation with Online Adversarial Self-Tuning},
booktitle = {{ICCV}},
pages = {688--698},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/icig/LiuWSL23,
author = {Chengguang Liu and
Shanmin Wang and
Hui Shuai and
Qingshan Liu},
title = {{ACLM:} Adaptive Compensatory Label Mining for Facial Expression Recognition},
booktitle = {{ICIG} {(4)}},
series = {Lecture Notes in Computer Science},
volume = {14358},
pages = {33--46},
publisher = {Springer},
year = {2023}
}
@inproceedings{DBLP:conf/iclr/LiHXLZJZ23,
author = {Jianxiong Li and
Xiao Hu and
Haoran Xu and
Jingjing Liu and
Xianyuan Zhan and
Qing{-}Shan Jia and
Ya{-}Qin Zhang},
title = {Mind the Gap: Offline Policy Optimization for Imperfect Rewards},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2023}
}
@inproceedings{DBLP:conf/iconip/WuL23,
author = {Han{-}Yu Wu and
Qingshan Liu},
title = {Outer Synchronization for Multi-derivative Coupled Complex Networks
with and without External Disturbance},
booktitle = {{ICONIP} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {14447},
pages = {332--343},
publisher = {Springer},
year = {2023}
}
@inproceedings{DBLP:conf/iconip/YueLZ23,
author = {Yuanyuan Yue and
Qingshan Liu and
Ziming Zhang},
title = {A Distributed Projection-Based Algorithm with Local Estimators for
Optimal Formation of Multi-robot System},
booktitle = {{ICONIP} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {14447},
pages = {344--355},
publisher = {Springer},
year = {2023}
}
@inproceedings{DBLP:conf/miccai/ChengHCYLZ23,
author = {Shuai Cheng and
Qingshan Hou and
Peng Cao and
Jinzhu Yang and
Xiaoli Liu and
Osmar R. Za{\"{\i}}ane},
title = {Lesion-Aware Contrastive Learning for Diabetic Retinopathy Diagnosis},
booktitle = {{MICCAI} {(7)}},
series = {Lecture Notes in Computer Science},
volume = {14226},
pages = {671--681},
publisher = {Springer},
year = {2023}
}
@inproceedings{DBLP:conf/mm/FanSZLL23,
author = {Jiaqing Fan and
Tiankang Su and
Kaihua Zhang and
Bo Liu and
Qingshan Liu},
title = {Temporally Efficient Gabor Transformer for Unsupervised Video Object
Segmentation},
booktitle = {{ACM} Multimedia},
pages = {3394--3402},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/mm/Hou0W0YZ23,
author = {Qingshan Hou and
Peng Cao and
Jiaqi Wang and
Xiaoli Liu and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {A Reference-free Self-supervised Domain Adaptation Framework for Low-quality
Fundus Image Enhancement},
booktitle = {{ACM} Multimedia},
pages = {7383--7393},
publisher = {{ACM}},
year = {2023}
}
@proceedings{DBLP:conf/icbds/2022,
editor = {Yuan Tian and
Tinghuai Ma and
Qingshan Jiang and
Qi Liu and
Muhammad Khurram Khan},
title = {Big Data and Security - 4th International Conference, {ICBDS} 2022,
Xiamen, China, December 8-12, 2022, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1796},
publisher = {Springer},
year = {2023}
}
@article{DBLP:journals/corr/abs-2301-06943,
author = {Qingshan Hou and
Peng Cao and
Jiaqi Wang and
Xiaoli Liu and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {Self-supervised Domain Adaptation for Breaking the Limits of Low-quality
Fundus Image Quality Enhancement},
journal = {CoRR},
volume = {abs/2301.06943},
year = {2023}
}
@article{DBLP:journals/corr/abs-2302-01667,
author = {Jianxiong Li and
Xiao Hu and
Haoran Xu and
Jingjing Liu and
Xianyuan Zhan and
Qing{-}Shan Jia and
Ya{-}Qin Zhang},
title = {Mind the Gap: Offline Policy Optimization for Imperfect Rewards},
journal = {CoRR},
volume = {abs/2302.01667},
year = {2023}
}
@article{DBLP:journals/corr/abs-2302-09457,
author = {Baoyuan Wu and
Li Liu and
Zihao Zhu and
Qingshan Liu and
Zhaofeng He and
Siwei Lyu},
title = {Adversarial Machine Learning: {A} Systematic Survey of Backdoor Attack,
Weight Attack and Adversarial Example},
journal = {CoRR},
volume = {abs/2302.09457},
year = {2023}
}
@article{DBLP:journals/corr/abs-2303-10318,
author = {Shengqin Jiang and
Bowen Li and
Fengna Cheng and
Qingshan Liu},
title = {Crowd Counting with Online Knowledge Learning},
journal = {CoRR},
volume = {abs/2303.10318},
year = {2023}
}
@article{DBLP:journals/corr/abs-2306-00393,
author = {Shengqin Jiang and
Yaoyu Fang and
Haokui Zhang and
Peng Wang and
Yuankai Qi and
Qingshan Liu},
title = {Teacher Agent: {A} Non-Knowledge Distillation Method for Rehearsal-based
Video Incremental Learning},
journal = {CoRR},
volume = {abs/2306.00393},
year = {2023}
}
@article{DBLP:journals/corr/abs-2308-10791,
author = {Wenjie Liu and
Qingshan Wu},
title = {A Block-Ring connected Topology of Parameterized Quantum Circuits},
journal = {CoRR},
volume = {abs/2308.10791},
year = {2023}
}
@article{DBLP:journals/corr/abs-2309-14153,
author = {Wenjie Liu and
Qingshan Wu and
Jiahao Shen and
Jiaojiao Zhao and
Mohammed Zidan and
Lian Tong},
title = {An optimized quantum minimum searching algorithm with sure-success
probability and its experiment simulation with Cirq},
journal = {CoRR},
volume = {abs/2309.14153},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-03038,
author = {Wenjie Liu and
Lu Wang and
Qingshan Wu},
title = {A quantum moving target segmentation algorithm for grayscale video},
journal = {CoRR},
volume = {abs/2310.03038},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-18609,
author = {Ying Zang and
Chenglong Fu and
Tianrun Chen and
Yuanqi Hu and
Qingshan Liu and
Wenjun Hu},
title = {Deep3DSketch+: Obtaining Customized 3D Model by Single Free-Hand Sketch
through Deep Learning},
journal = {CoRR},
volume = {abs/2310.18609},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-11278,
author = {Zhiyuan Yan and
Yuhao Luo and
Siwei Lyu and
Qingshan Liu and
Baoyuan Wu},
title = {Transcending Forgery Specificity with Latent Space Augmentation for
Generalizable Deepfake Detection},
journal = {CoRR},
volume = {abs/2311.11278},
year = {2023}
}
@article{DBLP:journals/corr/abs-2312-04484,
author = {Xiang Xu and
Lingdong Kong and
Hui Shuai and
Qingshan Liu},
title = {FRNet: Frustum-Range Networks for Scalable LiDAR Segmentation},
journal = {CoRR},
volume = {abs/2312.04484},
year = {2023}
}
@article{DBLP:journals/corr/abs-2312-08890,
author = {Baoyuan Wu and
Shaokui Wei and
Mingli Zhu and
Meixi Zheng and
Zihao Zhu and
Mingda Zhang and
Hongrui Chen and
Danni Yuan and
Li Liu and
Qingshan Liu},
title = {Defenses in Adversarial Machine Learning: {A} Survey},
journal = {CoRR},
volume = {abs/2312.08890},
year = {2023}
}
@article{DBLP:journals/aeog/YuanLLHZ22,
author = {Yuan Yuan and
Lei Lin and
Qingshan Liu and
Renlong Hang and
Zengguang Zhou},
title = {SITS-Former: {A} pre-trained spatio-spectral-temporal representation
model for Sentinel-2 time series classification},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {106},
pages = {102651},
year = {2022}
}
@article{DBLP:journals/eswa/LiuYWDZ22,
author = {Bingchun Liu and
Zhecheng Yu and
Qingshan Wang and
Peng Du and
Xinming Zhang},
title = {Prediction of {SSE} Shanghai Enterprises index based on bidirectional
{LSTM} model of air pollutants},
journal = {Expert Syst. Appl.},
volume = {204},
pages = {117600},
year = {2022}
}
@article{DBLP:journals/ieeejas/HuangZTYL22,
author = {Jingyi Huang and
Shuaiyu Zhou and
Hua Tu and
Yuhong Yao and
Qingshan Liu},
title = {Distributed Optimization Algorithm for Multi-Robot Formation with
Virtual Reference Center},
journal = {{IEEE} {CAA} J. Autom. Sinica},
volume = {9},
number = {4},
pages = {732--734},
year = {2022}
}
@article{DBLP:journals/ijait/XuL22,
author = {Chentao Xu and
Qingshan Liu},
title = {A Median-based Resilient Distributed Optimization Algorithm Against
Byzantine Attack},
journal = {Int. J. Artif. Intell. Tools},
volume = {31},
number = {6},
pages = {2240020:1--2240020:17},
year = {2022}
}
@article{DBLP:journals/ijon/LiuZJ22,
author = {Qingshan Liu and
Zhigang Zeng and
Yaochu Jin},
title = {Distributed machine learning, optimization and applications},
journal = {Neurocomputing},
volume = {489},
pages = {486--487},
year = {2022}
}
@article{DBLP:journals/ijon/ZhengL22,
author = {Yanling Zheng and
Qingshan Liu},
title = {A review of distributed optimization: Problems, models and algorithms},
journal = {Neurocomputing},
volume = {483},
pages = {446--459},
year = {2022}
}
@article{DBLP:journals/isci/XuLH22,
author = {Chentao Xu and
Qingshan Liu and
Tingwen Huang},
title = {Resilient Penalty Function Method for Distributed Constrained Optimization
under Byzantine Attack},
journal = {Inf. Sci.},
volume = {596},
pages = {362--379},
year = {2022}
}
@article{DBLP:journals/jaciii/WangZLZ22,
author = {Qingshan Wang and
Jun Zhang and
Yuansheng Liu and
Xinchen Zhang},
title = {High-Precision and Fast LiDAR Odometry and Mapping Algorithm},
journal = {J. Adv. Comput. Intell. Intell. Informatics},
volume = {26},
number = {2},
pages = {206--216},
year = {2022}
}
@article{DBLP:journals/mia/WangZHLL22,
author = {Mingliang Wang and
Daoqiang Zhang and
Jiashuang Huang and
Mingxia Liu and
Qingshan Liu},
title = {Consistent connectome landscape mining for cross-site brain disease
identification using functional {MRI}},
journal = {Medical Image Anal.},
volume = {82},
pages = {102591},
year = {2022}
}
@article{DBLP:journals/mms/ZhuWZXL22,
author = {Lei Zhu and
Shanmin Wang and
Zengqun Zhao and
Xiang Xu and
Qingshan Liu},
title = {CED-Net: contextual encoder-decoder network for 3D face reconstruction},
journal = {Multim. Syst.},
volume = {28},
number = {5},
pages = {1713--1722},
year = {2022}
}
@article{DBLP:journals/nn/LiuZLC22,
author = {Hanjie Liu and
Jinren Zhang and
Qingshan Liu and
Jinde Cao},
title = {Minimum spanning tree based graph neural network for emotion classification
using {EEG}},
journal = {Neural Networks},
volume = {145},
pages = {308--318},
year = {2022}
}
@article{DBLP:journals/nn/XuL22,
author = {Chentao Xu and
Qingshan Liu},
title = {An inertial neural network approach for robust time-of-arrival localization
considering clock asynchronization},
journal = {Neural Networks},
volume = {146},
pages = {98--106},
year = {2022}
}
@article{DBLP:journals/nn/XuWCL22,
author = {Chentao Xu and
Miao Wang and
Guoyi Chi and
Qingshan Liu},
title = {An inertial neural network approach for loco-manipulation trajectory
tracking of mobile robot with redundant manipulator},
journal = {Neural Networks},
volume = {155},
pages = {215--223},
year = {2022}
}
@article{DBLP:journals/pr/SongJCLLL22,
author = {Huihui Song and
Yutong Jin and
Yong Cheng and
Bo Liu and
Dong Liu and
Qingshan Liu},
title = {Learning interlaced sparse Sinkhorn matching network for video super-resolution},
journal = {Pattern Recognit.},
volume = {124},
pages = {108475},
year = {2022}
}
@article{DBLP:journals/prl/ZangYLLZL22,
author = {Ying Zang and
Dongsheng Yang and
Tianjiao Liu and
Hui Li and
Shuguang Zhao and
Qingshan Liu},
title = {SparseShift-GCN: High precision skeleton-based action recognition},
journal = {Pattern Recognit. Lett.},
volume = {153},
pages = {136--143},
year = {2022}
}
@article{DBLP:journals/qip/LiuZW22,
author = {Wenjie Liu and
Jiaojiao Zhao and
Qingshan Wu},
title = {A hybrid quantum-classical generative adversarial networks algorithm
based on inherited layerwise learning with circle-connectivity circuit},
journal = {Quantum Inf. Process.},
volume = {21},
number = {11},
pages = {372},
year = {2022}
}
@article{DBLP:journals/taffco/WangSL22,
author = {Shanmin Wang and
Hui Shuai and
Qingshan Liu},
title = {Phase Space Reconstruction Driven Spatio-Temporal Feature Learning
for Dynamic Facial Expression Recognition},
journal = {{IEEE} Trans. Affect. Comput.},
volume = {13},
number = {3},
pages = {1466--1476},
year = {2022}
}
@article{DBLP:journals/tcad/HuangHLLWLGLS22,
author = {Xing Huang and
Tsung{-}Yi Ho and
Zepeng Li and
Genggeng Liu and
Lu Wang and
Qingshan Li and
Wenzhong Guo and
Bing Li and
Ulf Schlichtmann},
title = {MiniControl 2.0: Co-Synthesis of Flow and Control Layers for Microfluidic
Biochips With Strictly Constrained Control Ports},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {41},
number = {12},
pages = {5449--5463},
year = {2022}
}
@article{DBLP:journals/tcsv/FanLZL22,
author = {Jiaqing Fan and
Bo Liu and
Kaihua Zhang and
Qingshan Liu},
title = {Semi-Supervised Video Object Segmentation via Learning Object-Aware
Global-Local Correspondence},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {32},
number = {12},
pages = {8153--8164},
year = {2022}
}
@article{DBLP:journals/tcsv/MaXL22,
author = {Furong Ma and
Guiyu Xia and
Qingshan Liu},
title = {Spatial Consistency Constrained {GAN} for Human Motion Transfer},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {32},
number = {2},
pages = {730--742},
year = {2022}
}
@article{DBLP:journals/tcsv/SunCKLL22,
author = {Yubao Sun and
Xunhao Chen and
Mohan S. Kankanhalli and
Qingshan Liu and
Junxia Li},
title = {Video Snapshot Compressive Imaging Using Residual Ensemble Network},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {32},
number = {9},
pages = {5931--5943},
year = {2022}
}
@article{DBLP:journals/tcsv/XiaXZL22,
author = {Guiyu Xia and
Peng Xue and
Du Zhang and
Qingshan Liu},
title = {Keyframe-Editable Real-Time Motion Synthesis},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {32},
number = {7},
pages = {4538--4551},
year = {2022}
}
@article{DBLP:journals/tcsv/ZhuSLL22,
author = {Yisheng Zhu and
Hui Shuai and
Guangcan Liu and
Qingshan Liu},
title = {Self-Supervised Video Representation Learning Using Improved Instance-Wise
Contrastive Learning and Deep Clustering},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {32},
number = {10},
pages = {6741--6752},
year = {2022}
}
@article{DBLP:journals/tcyb/LiPLCS22,
author = {Junxia Li and
Zefeng Pan and
Qingshan Liu and
Ying Cui and
Yubao Sun},
title = {Complementarity-Aware Attention Network for Salient Object Detection},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {2},
pages = {873--886},
year = {2022}
}
@article{DBLP:journals/tgrs/0006HS022,
author = {Feng Zhou and
Renlong Hang and
Hui Shuai and
Qingshan Liu},
title = {Hierarchical Context Network for Airborne Image Segmentation},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--12},
year = {2022}
}
@article{DBLP:journals/tgrs/HangQ022,
author = {Renlong Hang and
Xuwei Qian and
Qingshan Liu},
title = {Cross-Modality Contrastive Learning for Hyperspectral Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--12},
year = {2022}
}
@article{DBLP:journals/tgrs/HangYZL22,
author = {Renlong Hang and
Ping Yang and
Feng Zhou and
Qingshan Liu},
title = {Multiscale Progressive Segmentation Network for High-Resolution Remote
Sensing Imagery},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--12},
year = {2022}
}
@article{DBLP:journals/tgrs/SunYLK22,
author = {Yubao Sun and
Ying Yang and
Qingshan Liu and
Mohan S. Kankanhalli},
title = {Unsupervised Spatial-Spectral Network Learning for Hyperspectral Compressive
Snapshot Reconstruction},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--14},
year = {2022}
}
@article{DBLP:journals/tgrs/XueHYXL22,
author = {Mei Xue and
Renlong Hang and
Xiao{-}Tong Yuan and
Pengfei Xiao and
Qingshan Liu},
title = {Global Tropical Cyclone Precipitation Estimation via a Multitask Convolutional
Neural Network Based on {HURSAT-B1} Data},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--12},
year = {2022}
}
@article{DBLP:journals/tgrs/ZhangLHL22,
author = {Rui Zhang and
Qingshan Liu and
Renlong Hang and
Guangcan Liu},
title = {Predicting Tropical Cyclogenesis Using a Deep Learning Method From
Gridded Satellite and {ERA5} Reanalysis Data in the Western North
Pacific Basin},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--10},
year = {2022}
}
@article{DBLP:journals/tip/WuYLL22,
author = {Lele Wu and
Zhenbo Yu and
Yijiang Liu and
Qingshan Liu},
title = {Limb Pose Aware Networks for Monocular 3D Pose Estimation},
journal = {{IEEE} Trans. Image Process.},
volume = {31},
pages = {906--917},
year = {2022}
}
@article{DBLP:journals/tip/XiaXSSZL22,
author = {Guiyu Xia and
Peng Xue and
Huaijiang Sun and
Yubao Sun and
Du Zhang and
Qingshan Liu},
title = {Local Self-Expression Subspace Learning Network for Motion Capture
Data},
journal = {{IEEE} Trans. Image Process.},
volume = {31},
pages = {4869--4883},
year = {2022}
}
@article{DBLP:journals/tmm/LiZSLLL22,
author = {Tengpeng Li and
Kaihua Zhang and
Shiwen Shen and
Bo Liu and
Qingshan Liu and
Zhu Li},
title = {Image Co-Saliency Detection and Instance Co-Segmentation Using Attention
Graph Clustering Based Graph Convolutional Network},
journal = {{IEEE} Trans. Multim.},
volume = {24},
pages = {492--505},
year = {2022}
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@inproceedings{DBLP:conf/aaai/QianH022,
author = {Xuwei Qian and
Renlong Hang and
Qingshan Liu},
title = {ReX: An Efficient Approach to Reducing Memory Cost in Image Classification},
booktitle = {{AAAI}},
pages = {2099--2107},
publisher = {{AAAI} Press},
year = {2022}
}
@inproceedings{DBLP:conf/esem/CuiLLWDWL22,
author = {Di Cui and
Xingyu Li and
Feiyang Liu and
Siqi Wang and
Jie Dai and
Lu Wang and
Qingshan Li},
title = {Towards Demystifying the Impact of Dependency Structures on Bug Locations
in Deep Learning Libraries},
booktitle = {{ESEM}},
pages = {249--260},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/iccai/WangLZWRLZY22,
author = {Gen Wang and
Qing{-}Shan Liu and
Hai{-}Yang Zhou and
Na Wan and
Lin Ren and
Ying{-}Xue Li and
Jie Zhou and
Guang Yang},
title = {Design and Research of Parallel Image Information Processing Platform
Based on {VPX:} In This paper, The network topology of the {VPX} bus
standard is studied, and the author proposes and implements a more
efficient way},
booktitle = {{ICCAI}},
pages = {719--725},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/icpr/HuangSW022,
author = {Junru Huang and
Yubao Sun and
Jiaxuan Wen and
Qingshan Liu},
title = {Transformer-based Residual Network for Hyperspectral Snapshot Compressive
Reconstruction},
booktitle = {{ICPR}},
pages = {5075--5081},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/igarss/WeiXL22,
author = {Dan{-}Dan Wei and
Du{-}Gang Xi and
Yu Liu},
title = {Weather Radar Rain Retrieval and Accuracy Analysis on Urban Community
Scale - - Taking Qingshan District of Wuhan as an Example},
booktitle = {{IGARSS}},
pages = {6538--6541},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/mm/FanSZ022,
author = {Jiaqing Fan and
Tiankang Su and
Kaihua Zhang and
Qingshan Liu},
title = {Bidirectionally Learning Dense Spatio-temporal Feature Propagation
Network for Unsupervised Video Object Segmentation},
booktitle = {{ACM} Multimedia},
pages = {3646--3655},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/prcv/ShuaiXL22,
author = {Hui Shuai and
Xiang Xu and
Qingshan Liu},
title = {Waterfall-Net: Waterfall Feature Aggregation for Point Cloud Semantic
Segmentation},
booktitle = {{PRCV} {(3)}},
series = {Lecture Notes in Computer Science},
volume = {13536},
pages = {28--40},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/vcip/YuCLG22,
author = {Li Yu and
Wenshuai Chang and
Qingshan Liu and
Moncef Gabbouj},
title = {High-frequency guided {CNN} for video compression artifacts reduction},
booktitle = {{VCIP}},
pages = {1--5},
publisher = {{IEEE}},
year = {2022}
}
@proceedings{DBLP:conf/acpr/2021-1,
editor = {Christian Wallraven and
Qingshan Liu and
Hajime Nagahara},
title = {Pattern Recognition - 6th Asian Conference, {ACPR} 2021, Jeju Island,
South Korea, November 9-12, 2021, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13188},
publisher = {Springer},
year = {2022}
}
@proceedings{DBLP:conf/acpr/2021-2,
editor = {Christian Wallraven and
Qingshan Liu and
Hajime Nagahara},
title = {Pattern Recognition - 6th Asian Conference, {ACPR} 2021, Jeju Island,
South Korea, November 9-12, 2021, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13189},
publisher = {Springer},
year = {2022}
}
@article{DBLP:journals/corr/abs-2203-08485,
author = {Jun Wang and
Ying Cui and
Dongyan Guo and
Junxia Li and
Qingshan Liu and
Chunhua Shen},
title = {PointAttN: You Only Need Attention for Point Cloud Completion},
journal = {CoRR},
volume = {abs/2203.08485},
year = {2022}
}
@article{DBLP:journals/corr/abs-2212-14193,
author = {Shengqin Jiang and
Qing Wang and
Fengna Cheng and
Yuankai Qi and
Qingshan Liu},
title = {A Unified Object Counting Network with Object Occupation Prior},
journal = {CoRR},
volume = {abs/2212.14193},
year = {2022}
}
@article{DBLP:journals/access/LiAZLS21,
author = {Zheng Li and
Jinfeng An and
Qingshan Zhang and
Huixian Liu and
Hexu Sun},
title = {Design of {PMSLM} Position Controller Based on Model Predictive Control
Algorithm},
journal = {{IEEE} Access},
volume = {9},
pages = {78835--78846},
year = {2021}
}
@article{DBLP:journals/cin/LiuZWC21,
author = {Bingchun Liu and
Lei Zhang and
Qingshan Wang and
Jiali Chen},
title = {A Novel Method for Regional {NO2} Concentration Prediction Using Discrete
Wavelet Transform and an {LSTM} Network},
journal = {Comput. Intell. Neurosci.},
volume = {2021},
pages = {6631614:1--6631614:14},
year = {2021}
}
@article{DBLP:journals/ijitwe/LiuYWZZ21,
author = {Bingchun Liu and
Xiaogang Yu and
Qingshan Wang and
Shijie Zhao and
Lei Zhang},
title = {A Long Short-Term Memory Neural Network for Daily {NO2} Concentration
Forecasting},
journal = {Int. J. Inf. Technol. Web Eng.},
volume = {16},
number = {4},
pages = {35--51},
year = {2021}
}
@article{DBLP:journals/ijon/YangWZLB21,
author = {Lei Yang and
Huaixin Wang and
Qingshan Zeng and
Yanhong Liu and
Gui{-}Bin Bian},
title = {A hybrid deep segmentation network for fundus vessels via deep-learning
framework},
journal = {Neurocomputing},
volume = {448},
pages = {168--178},
year = {2021}
}
@article{DBLP:journals/ijon/ZhaoLL21a,
author = {Qi Zhao and
Guangcan Liu and
Qingshan Liu},
title = {Tensor {LISTA:} Differentiable sparse representation learning for
multi-dimensional tensor},
journal = {Neurocomputing},
volume = {463},
pages = {554--565},
year = {2021}
}
@article{DBLP:journals/isci/JinZLWX21,
author = {Feng Jin and
Jun Zhao and
Ying Liu and
Wei Wang and
Qingshan Xu},
title = {A scheduling approach with uncertainties in generation and consumption
for converter gas system in steel industry},
journal = {Inf. Sci.},
volume = {546},
pages = {312--328},
year = {2021}
}
@article{DBLP:journals/isci/LiLZ21,
author = {Kaixuan Li and
Qingshan Liu and
Zhigang Zeng},
title = {Quantized event-triggered communication based multi-agent system for
distributed resource allocation optimization},
journal = {Inf. Sci.},
volume = {577},
pages = {336--352},
year = {2021}
}
@article{DBLP:journals/isci/WangLZ21a,
author = {Miao Wang and
Qingshan Liu and
Yanling Zheng},
title = {A curvature-segmentation-based minimum time algorithm for autonomous
vehicle velocity planning},
journal = {Inf. Sci.},
volume = {565},
pages = {248--261},
year = {2021}
}
@article{DBLP:journals/isci/XiaXZL21,
author = {Guiyu Xia and
Peng Xue and
Du Zhang and
Qingshan Liu},
title = {Likelihood-constrained coupled space learning for motion synthesis},
journal = {Inf. Sci.},
volume = {579},
pages = {72--88},
year = {2021}
}
@article{DBLP:journals/jaihc/LiuWSZZT21,
author = {Wenjie Liu and
Qingshan Wu and
Jiahao Shen and
Jiaojiao Zhao and
Mohammed Zidan and
Lian Tong},
title = {An optimized quantum minimum searching algorithm with sure-success
probability and its experiment simulation with Cirq},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {12},
number = {11},
pages = {10425--10434},
year = {2021}
}
@article{DBLP:journals/jcsc/LiuC21,
author = {Qingshan Liu and
Changchun Chai},
title = {An Optimization Method of Carrier Suppression for {UHF} {RFID}},
journal = {J. Circuits Syst. Comput.},
volume = {30},
number = {7},
pages = {2150111:1--2150111:11},
year = {2021}
}
@article{DBLP:journals/mis/ZhouZLW21,
author = {Zhenhong Zhou and
Qingshan Zhu and
Dongyi Liu and
Tang Weihong},
title = {Three-Dimensional Reconstruction of Huizhou Landscape Combined with
Multimedia Technology and Geographic Information System},
journal = {Mob. Inf. Syst.},
volume = {2021},
pages = {9930692:1--9930692:13},
year = {2021}
}
@article{DBLP:journals/mms/YueLL21,
author = {Luhui Yue and
Junxia Li and
Qingshan Liu},
title = {Body parts relevance learning via expectation-maximization for human
pose estimation},
journal = {Multim. Syst.},
volume = {27},
number = {5},
pages = {927--939},
year = {2021}
}
@article{DBLP:journals/pami/LiuLYW21,
author = {Guangcan Liu and
Qingshan Liu and
Xiao{-}Tong Yuan and
Meng Wang},
title = {Matrix Completion with Deterministic Sampling: Theories and Methods},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {2},
pages = {549--566},
year = {2021}
}
@article{DBLP:journals/pr/ChenSZLL21,
author = {Jin Chen and
Huihui Song and
Kaihua Zhang and
Bo Liu and
Qingshan Liu},
title = {Video saliency prediction using enhanced spatiotemporal alignment
network},
journal = {Pattern Recognit.},
volume = {109},
pages = {107615},
year = {2021}
}
@article{DBLP:journals/remotesensing/HeYCLJWT21,
author = {Qingshan He and
Jianping Yang and
Hongju Chen and
Jun Liu and
Qin Ji and
Yanxia Wang and
Fan Tang},
title = {Evaluation of Extreme Precipitation Based on Three Long-Term Gridded
Products Over the Qinghai-Tibet Plateau},
journal = {Remote. Sens.},
volume = {13},
number = {15},
pages = {3010},
year = {2021}
}
@article{DBLP:journals/ress/LiuGYTL21,
author = {Gang Liu and
Kai Gao and
Qingshan Yang and
Wei Tang and
S. S. Law},
title = {Improvement to the discretized initial condition of the generalized
density evolution equation},
journal = {Reliab. Eng. Syst. Saf.},
volume = {216},
pages = {107999},
year = {2021}
}
@article{DBLP:journals/tcsv/FanSZYL21,
author = {Jiaqing Fan and
Huihui Song and
Kaihua Zhang and
Kang Yang and
Qingshan Liu},
title = {Feature Alignment and Aggregation Siamese Networks for Fast Visual
Tracking},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {31},
number = {4},
pages = {1296--1307},
year = {2021}
}
@article{DBLP:journals/tcyb/LiuLL21,
author = {Qingshan Liu and
Xinyi Le and
Kaixuan Li},
title = {A Distributed Optimization Algorithm Based on Multiagent Network for
Economic Dispatch With Region Partitioning},
journal = {{IEEE} Trans. Cybern.},
volume = {51},
number = {5},
pages = {2466--2475},
year = {2021}
}
@article{DBLP:journals/tgrs/HangLLGB21,
author = {Renlong Hang and
Zhu Li and
Qingshan Liu and
Pedram Ghamisi and
Shuvra S. Bhattacharyya},
title = {Hyperspectral Image Classification With Attention-Aided CNNs},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {59},
number = {3},
pages = {2281--2293},
year = {2021}
}
@article{DBLP:journals/tgrs/HangZLG21,
author = {Renlong Hang and
Feng Zhou and
Qingshan Liu and
Pedram Ghamisi},
title = {Classification of Hyperspectral Images via Multitask Generative Adversarial
Networks},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {59},
number = {2},
pages = {1424--1436},
year = {2021}
}
@article{DBLP:journals/tgrs/ZhouHL21,
author = {Feng Zhou and
Renlong Hang and
Qingshan Liu},
title = {Class-Guided Feature Decoupling Network for Airborne Image Segmentation},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {59},
number = {3},
pages = {2245--2255},
year = {2021}
}
@article{DBLP:journals/tip/HangLL21,
author = {Renlong Hang and
Qingshan Liu and
Zhu Li},
title = {Spectral Super-Resolution Network Guided by Intrinsic Properties of
Hyperspectral Imagery},
journal = {{IEEE} Trans. Image Process.},
volume = {30},
pages = {7256--7265},
year = {2021}
}
@article{DBLP:journals/tip/ShuaiXL21,
author = {Hui Shuai and
Xiang Xu and
Qingshan Liu},
title = {Backward Attentive Fusing Network With Local Aggregation Classifier
for 3D Point Cloud Semantic Segmentation},
journal = {{IEEE} Trans. Image Process.},
volume = {30},
pages = {4973--4984},
year = {2021}
}
@article{DBLP:journals/tip/SongXLLLM21,
author = {Huihui Song and
Wenjie Xu and
Dong Liu and
Bo Liu and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Multi-Stage Feature Fusion Network for Video Super-Resolution},
journal = {{IEEE} Trans. Image Process.},
volume = {30},
pages = {2923--2934},
year = {2021}
}
@article{DBLP:journals/tip/ZhaoLW21,
author = {Zengqun Zhao and
Qingshan Liu and
Shanmin Wang},
title = {Learning Deep Global Multi-Scale and Local Attention Features for
Facial Expression Recognition in the Wild},
journal = {{IEEE} Trans. Image Process.},
volume = {30},
pages = {6544--6556},
year = {2021}
}
@article{DBLP:journals/tist/ZhaoCLLC21,
author = {Qi Zhao and
Chuqiao Chen and
Guangcan Liu and
Qingshan Liu and
Shengyong Chen},
title = {Parallel Connected {LSTM} for Matrix Sequence Prediction with Elusive
Correlations},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {12},
number = {4},
pages = {51:1--51:16},
year = {2021}
}
@article{DBLP:journals/tist/ZhuHLL21,
author = {Yisheng Zhu and
Hu Han and
Guangcan Liu and
Qingshan Liu},
title = {Collaborative Local-Global Learning for Temporal Action Proposal},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {12},
number = {5},
pages = {55:1--55:14},
year = {2021}
}
@article{DBLP:journals/tmm/LiPLW21,
author = {Junxia Li and
Zefeng Pan and
Qingshan Liu and
Ziyang Wang},
title = {Stacked U-Shape Network With Channel-Wise Attention for Salient Object
Detection},
journal = {{IEEE} Trans. Multim.},
volume = {23},
pages = {1397--1409},
year = {2021}
}
@article{DBLP:journals/tnn/WangHCCLC21,
author = {Peisong Wang and
Xiangyu He and
Qiang Chen and
Anda Cheng and
Qingshan Liu and
Jian Cheng},
title = {Unsupervised Network Quantization via Fixed-Point Factorization},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {6},
pages = {2706--2720},
year = {2021}
}
@article{DBLP:journals/tnn/XiaCSL21,
author = {Guiyu Xia and
Beijia Chen and
Huaijiang Sun and
Qingshan Liu},
title = {Nonconvex Low-Rank Kernel Sparse Subspace Learning for Keyframe Extraction
and Motion Segmentation},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {4},
pages = {1612--1626},
year = {2021}
}
@article{DBLP:journals/tnn/YueCLL21,
author = {Dongdong Yue and
Jinde Cao and
Qi Li and
Qingshan Liu},
title = {Neural-Network-Based Fully Distributed Adaptive Consensus for a Class
of Uncertain Multiagent Systems},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {7},
pages = {2965--2977},
year = {2021}
}
@article{DBLP:journals/tomccap/LiLSLC21,
author = {Yang Li and
Guangcan Liu and
Yubao Sun and
Qingshan Liu and
Shengyong Chen},
title = {3D Tensor Auto-encoder with Application to Video Compression},
journal = {{ACM} Trans. Multim. Comput. Commun. Appl.},
volume = {17},
number = {2},
pages = {48:1--48:18},
year = {2021}
}
@article{DBLP:journals/tsmc/XuCLR21,
author = {Shaosheng Xu and
Jinde Cao and
Qingshan Liu and
Leszek Rutkowski},
title = {Optimal Control on Finite-Time Consensus of the Leader-Following Stochastic
Multiagent System With Heuristic Method},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {51},
number = {6},
pages = {3617--3628},
year = {2021}
}
@inproceedings{DBLP:conf/aaai/ZhaoLZ21,
author = {Zengqun Zhao and
Qingshan Liu and
Feng Zhou},
title = {Robust Lightweight Facial Expression Recognition Network with Label
Distribution Training},
booktitle = {{AAAI}},
pages = {3510--3519},
publisher = {{AAAI} Press},
year = {2021}
}
@inproceedings{DBLP:conf/acpr/YueLL21,
author = {Luhui Yue and
Junxia Li and
Qingshan Liu},
title = {Causal Intervention Learning for Multi-person Pose Estimation},
booktitle = {{ACPR} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {13188},
pages = {182--194},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/ccoms/LiuKHG21,
author = {Bo Liu and
Qingshan Kong and
Weiqing Huang and
Shaoying Guo},
title = {Detection of Events in {OTDR} Data via Variational Mode Decomposition
and Hilbert Transform},
booktitle = {{ICCCS}},
pages = {38--43},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/cvpr/ZhangD0Y021,
author = {Kaihua Zhang and
Mingliang Dong and
Bo Liu and
Xiao{-}Tong Yuan and
Qingshan Liu},
title = {DeepACG: Co-Saliency Detection via Semantic-Aware Contrast Gromov-Wasserstein
Distance},
booktitle = {{CVPR}},
pages = {13703--13712},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/icbds/YeLQJ021,
author = {Zi Ye and
Weichen Liu and
Qiang Qu and
Qingshan Jiang and
Yi Pan},
title = {A Cryptocurrency Price Prediction Model Based on Twitter Sentiment
Indicators},
booktitle = {{ICBDS}},
series = {Communications in Computer and Information Science},
volume = {1563},
pages = {411--425},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/iccv/ZhangZLLL21,
author = {Kaihua Zhang and
Zicheng Zhao and
Dong Liu and
Qingshan Liu and
Bo Liu},
title = {Deep Transport Network for Unsupervised Video Object Segmentation},
booktitle = {{ICCV}},
pages = {8761--8770},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/icira/ZengGLZZ21,
author = {Qingshan Zeng and
Feng Gao and
Jimu Liu and
Fang Zhang and
Hao Zheng},
title = {Abnormal Rotation Analysis of 6-PUS Robot's Compound Spherical Joint},
booktitle = {{ICIRA} {(3)}},
series = {Lecture Notes in Computer Science},
volume = {13015},
pages = {581--591},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/mm/Zhao021,
author = {Zengqun Zhao and
Qingshan Liu},
title = {Former-DFER: Dynamic Facial Expression Recognition Transformer},
booktitle = {{ACM} Multimedia},
pages = {1553--1561},
publisher = {{ACM}},
year = {2021}
}
@article{DBLP:journals/corr/abs-2110-05092,
author = {Hui Shuai and
Lele Wu and
Qingshan Liu},
title = {Adaptively Multi-view and Temporal Fusing Transformer for 3D Human
Pose Estimation},
journal = {CoRR},
volume = {abs/2110.05092},
year = {2021}
}
@article{DBLP:journals/access/ChenCLLJX20,
author = {Jie Chen and
Senyao Chen and
Zhenbao Liu and
Caikun Luo and
Zhengdong Jing and
Qingshan Xu},
title = {Health Monitoring of Landing Gear Retraction/Extension System Based
on Optimized Fuzzy C-Means Algorithm},
journal = {{IEEE} Access},
volume = {8},
pages = {219611--219621},
year = {2020}
}
@article{DBLP:journals/access/ZangYYYL20,
author = {Ying Zang and
Bo Yu and
Longjiao Yu and
Dongsheng Yang and
Qingshan Liu},
title = {Far-Infrared Object Segmentation Focus on Transmission of Overall
Semantic Information},
journal = {{IEEE} Access},
volume = {8},
pages = {182564--182579},
year = {2020}
}
@article{DBLP:journals/cin/GaoXZLL20,
author = {Zilin Gao and
Jiang Xiong and
Jing Zhong and
Fuming Liu and
Qingshan Liu},
title = {Adaptive State Observer Design for Dynamic Links in Complex Dynamical
Networks},
journal = {Comput. Intell. Neurosci.},
volume = {2020},
pages = {8846438:1--8846438:8},
year = {2020}
}
@article{DBLP:journals/cin/LiuGLW20,
author = {Bingchun Liu and
Xiaoling Guo and
Mingzhao Lai and
Qingshan Wang},
title = {Air Pollutant Concentration Forecasting Using Long Short-Term Memory
Based on Wavelet Transform and Information Gain: {A} Case Study of
Beijing},
journal = {Comput. Intell. Neurosci.},
volume = {2020},
pages = {8834699:1--8834699:12},
year = {2020}
}
@article{DBLP:journals/cviu/XuSZLL20,
author = {Wenjie Xu and
Huihui Song and
Kaihua Zhang and
Qingshan Liu and
Jia Liu},
title = {Learning lightweight Multi-Scale Feedback Residual network for single
image super-resolution},
journal = {Comput. Vis. Image Underst.},
volume = {197-198},
pages = {103005},
year = {2020}
}
@article{DBLP:journals/fcsc/FanSZLYL20,
author = {Jiaqing Fan and
Huihui Song and
Kaihua Zhang and
Qingshan Liu and
Fei Yan and
Wei Lian},
title = {Real-time manifold regularized context-aware correlation tracking},
journal = {Frontiers Comput. Sci.},
volume = {14},
number = {2},
pages = {334--348},
year = {2020}
}
@article{DBLP:journals/iet-ipr/ZhouSLG20,
author = {Feng Zhou and
Hui Shuai and
Qingshan Liu and
Guodong Guo},
title = {Flow driven attention network for video salient object detection},
journal = {{IET} Image Process.},
volume = {14},
number = {6},
pages = {997--1004},
year = {2020}
}
@article{DBLP:journals/ijcisys/0002C020,
author = {Qun Huang and
Jinde Cao and
Qingshan Liu},
title = {Synchronization of Delayed Inertial Cohen-Grossberg Neural Networks
Under Adaptive Feedback Controller},
journal = {Int. J. Comput. Intell. Syst.},
volume = {13},
number = {1},
pages = {472--478},
year = {2020}
}
@article{DBLP:journals/ijon/LiSZL20,
author = {Tengpeng Li and
Huihui Song and
Kaihua Zhang and
Qingshan Liu},
title = {Recurrent reverse attention guided residual learning for saliency
object detection},
journal = {Neurocomputing},
volume = {389},
pages = {170--178},
year = {2020}
}
@article{DBLP:journals/ijon/ZhangSZQL20,
author = {Xiaolu Zhang and
Huihui Song and
Kaihua Zhang and
Jiaojiao Qiao and
Qingshan Liu},
title = {Single image super-resolution with enhanced Laplacian pyramid network
via conditional generative adversarial learning},
journal = {Neurocomputing},
volume = {398},
pages = {531--538},
year = {2020}
}
@article{DBLP:journals/jcam/CaiQBL20,
author = {Xin Cai and
Yufeng Qian and
Qingshan Bai and
Wei Liu},
title = {Exploration on the financing risks of enterprise supply chain using
Back Propagation neural network},
journal = {J. Comput. Appl. Math.},
volume = {367},
year = {2020}
}
@article{DBLP:journals/jmlr/Yuan0W0M20,
author = {Xiao{-}Tong Yuan and
Bo Liu and
Lezi Wang and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Dual Iterative Hard Thresholding},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {152:1--152:50},
year = {2020}
}
@article{DBLP:journals/jolis/AllardLLHCCZJ20,
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Qingshan Liu and
Wei Lian},
title = {Complementary Tracking via Dual Color Clustering and Spatio-Temporal
Regularized Correlation Learning},
journal = {{IEEE} Access},
volume = {6},
pages = {56526--56538},
year = {2018}
}
@article{DBLP:journals/access/ShuaiLZYD18,
author = {Hui Shuai and
Qingshan Liu and
Kaihua Zhang and
Jing Yang and
Jiankang Deng},
title = {Cascaded Regional Spatio-Temporal Feature-Routing Networks for Video
Object Detection},
journal = {{IEEE} Access},
volume = {6},
pages = {3096--3106},
year = {2018}
}
@article{DBLP:journals/access/WangCWLD18,
author = {Qi Wang and
Xi Cheng and
Qingshan Wang and
Peng Liu and
Bin Deng},
title = {A Delay-Constrained Network Coding Algorithm Based on Power Control
in Wireless Networks},
journal = {{IEEE} Access},
volume = {6},
pages = {62224--62233},
year = {2018}
}
@article{DBLP:journals/bmcbi/SuLBMM18,
author = {Lingtao Su and
Guixia Liu and
Tian Bai and
Xiangyu Meng and
Qingshan Ma},
title = {{MGOGP:} a gene module-based heuristic algorithm for cancer-related
gene prioritization},
journal = {{BMC} Bioinform.},
volume = {19},
number = {1},
pages = {215:1--215:12},
year = {2018}
}
@article{DBLP:journals/chinaf/GuanXJLZ18,
author = {Xiaohong Guan and
Zhanbo Xu and
Qing{-}Shan Jia and
Kun Liu and
Yadong Zhou},
title = {Cyber-physical model for efficient and secured operation of {CPES}
or energy Internet},
journal = {Sci. China Inf. Sci.},
volume = {61},
number = {11},
pages = {110201:1--110201:3},
year = {2018}
}
@article{DBLP:journals/complexity/XuLZL18,
author = {Wei Xu and
Lina Liu and
Qingshan Zhang and
Peng Liu},
title = {Location Decision-Making of Equipment Manufacturing Enterprise under
Dual-Channel Purchase and Sale Mode},
journal = {Complex.},
volume = {2018},
pages = {3797131:1--3797131:16},
year = {2018}
}
@article{DBLP:journals/ijon/LiSLC18,
author = {Yang Li and
Yubao Sun and
Qingshan Liu and
Shengyong Chen},
title = {Fast subspace segmentation via Random Sample Probing},
journal = {Neurocomputing},
volume = {319},
pages = {66--73},
year = {2018}
}
@article{DBLP:journals/ijon/WuSHLL18,
author = {Min Wu and
Yubao Sun and
Renlong Hang and
Qingshan Liu and
Guangcan Liu},
title = {Multi-component group sparse {RPCA} model for motion object detection
under complex dynamic background},
journal = {Neurocomputing},
volume = {314},
pages = {120--131},
year = {2018}
}
@article{DBLP:journals/ijon/XuL18a,
author = {Bingrong Xu and
Qingshan Liu},
title = {Iterative projection based sparse reconstruction for face recognition},
journal = {Neurocomputing},
volume = {284},
pages = {99--106},
year = {2018}
}
@article{DBLP:journals/ijon/YuL0D18,
author = {Zhenbo Yu and
Guangcan Liu and
Qingshan Liu and
Jiankang Deng},
title = {Spatio-temporal convolutional features with nested {LSTM} for facial
expression recognition},
journal = {Neurocomputing},
volume = {317},
pages = {50--57},
year = {2018}
}
@article{DBLP:journals/jaiscr/ZhaoL18,
author = {Yan Zhao and
Qingshan Liu},
title = {A Continuous-Time Distributed Algorithm for Solving a Class of Decomposable
Nonconvex Quadratic Programming},
journal = {J. Artif. Intell. Soft Comput. Res.},
volume = {8},
number = {4},
pages = {283--291},
year = {2018}
}
@article{DBLP:journals/pr/ZhangLSLL18,
author = {Kaihua Zhang and
Xuejun Li and
Huihui Song and
Qingshan Liu and
Wei Lian},
title = {Visual tracking using spatio-temporally nonlocally regularized correlation
filter},
journal = {Pattern Recognit.},
volume = {83},
pages = {185--195},
year = {2018}
}
@article{DBLP:journals/pr/ZhangLYY18,
author = {Kaihua Zhang and
Qingshan Liu and
Jian Yang and
Ming{-}Hsuan Yang},
title = {Visual tracking via Boolean map representations},
journal = {Pattern Recognit.},
volume = {81},
pages = {147--160},
year = {2018}
}
@article{DBLP:journals/prl/Li0GL18,
author = {Junxia Li and
Jian Yang and
Chen Gong and
Qingshan Liu},
title = {Saliency fusion via sparse and double low rank decomposition},
journal = {Pattern Recognit. Lett.},
volume = {107},
pages = {114--122},
year = {2018}
}
@article{DBLP:journals/remotesensing/GeHLL18,
author = {Lingling Ge and
Renlong Hang and
Yi Liu and
Qingshan Liu},
title = {Comparing the Performance of Neural Network and Deep Convolutional
Neural Network in Estimating Soil Moisture from Satellite Observations},
journal = {Remote. Sens.},
volume = {10},
number = {9},
pages = {1327},
year = {2018}
}
@article{DBLP:journals/staeors/Hang018,
author = {Renlong Hang and
Qingshan Liu},
title = {Dimensionality Reduction of Hyperspectral Image Using Spatial Regularized
Local Graph Discriminant Embedding},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {11},
number = {9},
pages = {3262--3271},
year = {2018}
}
@article{DBLP:journals/staeors/Song0WH018,
author = {Huihui Song and
Qingshan Liu and
Guojie Wang and
Renlong Hang and
Bo Huang},
title = {Spatiotemporal Satellite Image Fusion Using Deep Convolutional Neural
Networks},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {11},
number = {3},
pages = {821--829},
year = {2018}
}
@article{DBLP:journals/tcsv/LiuFSCZ18,
author = {Qingshan Liu and
Jiaqing Fan and
Huihui Song and
Wei Chen and
Kaihua Zhang},
title = {Visual Tracking via Nonlocal Similarity Learning},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {28},
number = {10},
pages = {2826--2835},
year = {2018}
}
@article{DBLP:journals/tgrs/LiuHSL18,
author = {Qingshan Liu and
Renlong Hang and
Huihui Song and
Zhi Li},
title = {Learning Multiscale Deep Features for High-Resolution Satellite Image
Scene Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {56},
number = {1},
pages = {117--126},
year = {2018}
}
@article{DBLP:journals/tip/XiaSCLFZH18,
author = {Guiyu Xia and
Huaijiang Sun and
Beijia Chen and
Qingshan Liu and
Lei Feng and
Guoqing Zhang and
Renlong Hang},
title = {Nonlinear Low-Rank Matrix Completion for Human Motion Recovery},
journal = {{IEEE} Trans. Image Process.},
volume = {27},
number = {6},
pages = {3011--3024},
year = {2018}
}
@article{DBLP:journals/tnn/LiWYZLZ18,
author = {Changsheng Li and
Fan Wei and
Junchi Yan and
Xiaoyu Zhang and
Qingshan Liu and
Hongyuan Zha},
title = {A Self-Paced Regularization Framework for Multilabel Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {6},
pages = {2660--2666},
year = {2018}
}
@article{DBLP:journals/tnn/LiuLLYWL18,
author = {Qingshan Liu and
Guangcan Liu and
Lai Li and
Xiao{-}Tong Yuan and
Meng Wang and
Wei Liu},
title = {Reversed Spectral Hashing},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {6},
pages = {2441--2449},
year = {2018}
}
@article{DBLP:journals/tnn/YangLW18,
author = {Shaofu Yang and
Qingshan Liu and
Jun Wang},
title = {A Collaborative Neurodynamic Approach to Multiple-Objective Distributed
Optimization},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {4},
pages = {981--992},
year = {2018}
}
@inproceedings{DBLP:conf/eccv/WenZDBLHLCLMNWW18,
author = {Longyin Wen and
Pengfei Zhu and
Dawei Du and
Xiao Bian and
Haibin Ling and
Qinghua Hu and
Chenfeng Liu and
Hao Cheng and
Xiaoyu Liu and
Wenya Ma and
Qinqin Nie and
Haotian Wu and
Lianjie Wang and
Asanka G. Perera and
Baochang Zhang and
Byeongho Heo and
Chunlei Liu and
Dongdong Li and
Emmanouil Michail and
Hanlin Chen and
Hao Liu and
Haojie Li and
Ioannis Kompatsiaris and
Jian Cheng and
Jiaqing Fan and
Jie Zhang and
Jin Young Choi and
Jing Li and
Jinyu Yang and
Jongwon Choi and
Juanping Zhao and
Jungong Han and
Kaihua Zhang and
Kaiwen Duan and
Ke Song and
Konstantinos Avgerinakis and
Kyuewang Lee and
Lu Ding and
Martin Lauer and
Panagiotis Giannakeris and
Peizhen Zhang and
Qiang Wang and
Qianqian Xu and
Qingming Huang and
Qingshan Liu and
Robert Lagani{\`{e}}re and
Ruixin Zhang and
Sangdoo Yun and
Shengyin Zhu and
Sihang Wu and
Stefanos Vrochidis and
Wei Tian and
Wei Zhang and
Weidong Chen and
Weiming Hu and
Wenhao Wang and
Wenhua Zhang and
Wenrui Ding and
Xiaohao He and
Xiaotong Li and
Xin Zhang and
Xinbin Luo and
Xixi Hu and
Yang Meng and
Yangliu Kuai and
Yanyun Zhao and
Yaxuan Li and
Yifan Yang and
Yifan Zhang and
Yong Wang and
Yuankai Qi and
Zhipeng Deng and
Zhiqun He},
title = {VisDrone-SOT2018: The Vision Meets Drone Single-Object Tracking Challenge
Results},
booktitle = {{ECCV} Workshops {(5)}},
series = {Lecture Notes in Computer Science},
volume = {11133},
pages = {469--495},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/icaci/ZhangL18,
author = {Wenxiang Zhang and
Qingshan Liu},
title = {Using the center loss function to improve deep learning performance
for {EEG} signal classification},
booktitle = {{ICACI}},
pages = {578--582},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/icpr/CaiLWY18,
author = {Zhenni Cai and
Qingshan Liu and
Shanmin Wang and
Bruce Yang},
title = {Joint Head Pose Estimation with Multi-task Cascaded Convolutional
Networks for Face Alignment},
booktitle = {{ICPR}},
pages = {495--500},
publisher = {{IEEE} Computer Society},
year = {2018}
}
@inproceedings{DBLP:conf/isnn/LiuXZYL18,
author = {Qingshan Liu and
Jiang Xiong and
Jing Zhong and
Hong Ying and
Kaixuan Li},
title = {A Distributed Algorithm Based on Multi-agent Network for Solving Linear
Algebraic Equation},
booktitle = {{ISNN}},
series = {Lecture Notes in Computer Science},
volume = {10878},
pages = {415--422},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/prcv/ZhouH0Y18,
author = {Feng Zhou and
Renlong Hang and
Qingshan Liu and
Xiaotong Yuan},
title = {Integrating Convolutional Neural Network and Gated Recurrent Unit
for Hyperspectral Image Spectral-Spatial Classification},
booktitle = {{PRCV} {(4)}},
series = {Lecture Notes in Computer Science},
volume = {11259},
pages = {409--420},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/scisec/KongL18,
author = {Qingshan Kong and
Bo Liu},
title = {Security and Protection in Optical Networks},
booktitle = {SciSec},
series = {Lecture Notes in Computer Science},
volume = {11287},
pages = {115--125},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/staf/WuLWHL18,
author = {Tong Wu and
Qingshan Li and
Lu Wang and
Liu He and
Yujie Li},
title = {Using Reinforcement Learning to Handle the Runtime Uncertainties in
Self-adaptive Software},
booktitle = {{STAF} Workshops},
series = {Lecture Notes in Computer Science},
volume = {11176},
pages = {387--393},
publisher = {Springer},
year = {2018}
}
@article{DBLP:journals/corr/abs-1803-11305,
author = {Guangcan Liu and
Qingshan Liu and
Yubao Sun and
Zhao Zhang and
Meng Wang},
title = {Fast and Robust Subspace Clustering Using Random Projections},
journal = {CoRR},
volume = {abs/1803.11305},
year = {2018}
}
@article{DBLP:journals/corr/abs-1805-02313,
author = {Guangcan Liu and
Qingshan Liu and
Xiao{-}Tong Yuan and
Meng Wang},
title = {Matrix Completion with Nonuniform Sampling: Theories and Methods},
journal = {CoRR},
volume = {abs/1805.02313},
year = {2018}
}
@article{DBLP:journals/corr/abs-1811-03814,
author = {Jianbo Gao and
Han Liu and
Chao Liu and
Qingshan Li and
Zhi Guan and
Zhong Chen},
title = {{EASYFLOW:} Keep Ethereum Away From Overflow},
journal = {CoRR},
volume = {abs/1811.03814},
year = {2018}
}
@article{DBLP:journals/access/XuYLW17,
author = {Qingshan Xu and
Yang Yang and
Yujun Liu and
Xudong Wang},
title = {An Improved Latin Hypercube Sampling Method to Enhance Numerical Stability
Considering the Correlation of Input Variables},
journal = {{IEEE} Access},
volume = {5},
pages = {15197--15205},
year = {2017}
}
@article{DBLP:journals/cvm/LuYL17,
author = {Zongguang Lu and
Jing Yang and
Qingshan Liu},
title = {Face image retrieval based on shape and texture feature fusion},
journal = {Comput. Vis. Media},
volume = {3},
number = {4},
pages = {359--368},
year = {2017}
}
@article{DBLP:journals/ijcisys/Chen00H17,
author = {Qingshan Chen and
Yang Xu and
Jun Liu and
Xingxing He},
title = {A Logical Deduction Based Clause Learning Algorithm for Boolean Satisfiability
Problems},
journal = {Int. J. Comput. Intell. Syst.},
volume = {10},
number = {1},
pages = {824--834},
year = {2017}
}
@article{DBLP:journals/ijon/ArikLL17,
author = {Sabri Arik and
Qingshan Liu and
Weng Kin Lai},
title = {{SI:} {ICONIP} 2015: Learning algorithms and classification systems},
journal = {Neurocomputing},
volume = {248},
pages = {1--2},
year = {2017}
}
@article{DBLP:journals/pami/LiuLL17,
author = {Guangcan Liu and
Qingshan Liu and
Ping Li},
title = {Blessing of Dimensionality: Recovering Mixture Data via Dictionary
Pursuit},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {39},
number = {1},
pages = {47--60},
year = {2017}
}
@article{DBLP:journals/pami/YuanL17,
author = {Xiao{-}Tong Yuan and
Qingshan Liu},
title = {Newton-Type Greedy Selection Methods for {\(\mathscr{l}\)}\({}_{\mbox{0}}\)-Constrained
Minimization},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {39},
number = {12},
pages = {2437--2450},
year = {2017}
}
@article{DBLP:journals/pr/LiuYDZ17,
author = {Qingshan Liu and
Jing Yang and
Jiankang Deng and
Kaihua Zhang},
title = {Robust facial landmark tracking via cascade regression},
journal = {Pattern Recognit.},
volume = {66},
pages = {53--62},
year = {2017}
}
@article{DBLP:journals/remotesensing/LiuZHY17,
author = {Qingshan Liu and
Feng Zhou and
Renlong Hang and
Xiaotong Yuan},
title = {Bidirectional-Convolutional {LSTM} Based Spectral-Spatial Feature
Learning for Hyperspectral Image Classification},
journal = {Remote. Sens.},
volume = {9},
number = {12},
pages = {1330},
year = {2017}
}
@article{DBLP:journals/remotesensing/SunWLHL17,
author = {Yubao Sun and
Sujuan Wang and
Qingshan Liu and
Renlong Hang and
Guangcan Liu},
title = {Hypergraph Embedding for Spatial-Spectral Joint Feature Extraction
in Hyperspectral Images},
journal = {Remote. Sens.},
volume = {9},
number = {5},
pages = {506},
year = {2017}
}
@article{DBLP:journals/sensors/FengLNLZZ17,
author = {Qingshan Feng and
Rui Li and
Baohua Nie and
Shucong Liu and
Lianyu Zhao and
Hong Zhang},
title = {Literature Review: Theory and Application of In-Line Inspection Technologies
for Oil and Gas Pipeline Girth Weld Defection},
journal = {Sensors},
volume = {17},
number = {1},
pages = {50},
year = {2017}
}
@article{DBLP:journals/staeors/0001SHS17,
author = {Qingshan Liu and
Yubao Sun and
Renlong Hang and
Huihui Song},
title = {Spatial-Spectral Locality-Constrained Low-Rank Representation with
Semi-Supervised Hypergraph Learning for Hyperspectral Image Classification},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {10},
number = {9},
pages = {4171--4182},
year = {2017}
}
@article{DBLP:journals/staeors/Hang0SSZP17,
author = {Renlong Hang and
Qingshan Liu and
Huihui Song and
Yubao Sun and
Fuping Zhu and
Hucheng Pei},
title = {Graph Regularized Nonlinear Ridge Regression for Remote Sensing Data
Analysis},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {10},
number = {1},
pages = {277--285},
year = {2017}
}
@article{DBLP:journals/staeors/Hang0SYPPP17,
author = {Renlong Hang and
Qingshan Liu and
Yubao Sun and
Xiaotong Yuan and
Hucheng Pei and
Javier Plaza and
Antonio Plaza},
title = {Robust Matrix Discriminative Analysis for Feature Extraction From
Hyperspectral Images},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {10},
number = {5},
pages = {2002--2011},
year = {2017}
}
@article{DBLP:journals/staeors/SongWC0H17,
author = {Huihui Song and
Guojie Wang and
Anjie Cao and
Qingshan Liu and
Bo Huang},
title = {Improving the Spatial Resolution of {FY-3} Microwave Radiation Imager
via Fusion With {FY-3/MERSI}},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {10},
number = {7},
pages = {3055--3063},
year = {2017}
}
@article{DBLP:journals/tac/LiuYH17,
author = {Qingshan Liu and
Shaofu Yang and
Yiguang Hong},
title = {Constrained Consensus Algorithms With Fixed Step Size for Distributed
Convex Optimization Over Multiagent Networks},
journal = {{IEEE} Trans. Autom. Control.},
volume = {62},
number = {8},
pages = {4259--4265},
year = {2017}
}
@article{DBLP:journals/tac/YangLW17,
author = {Shaofu Yang and
Qingshan Liu and
Jun Wang},
title = {A Multi-Agent System With a Proportional-Integral Protocol for Distributed
Constrained Optimization},
journal = {{IEEE} Trans. Autom. Control.},
volume = {62},
number = {7},
pages = {3461--3467},
year = {2017}
}
@article{DBLP:journals/tcyb/LiuYZW17,
author = {Qingshan Liu and
Jing Yang and
Kaihua Zhang and
Yi Wu},
title = {Adaptive Compressive Tracking via Online Vector Boosting Feature Selection},
journal = {{IEEE} Trans. Cybern.},
volume = {47},
number = {12},
pages = {4289--4301},
year = {2017}
}
@article{DBLP:journals/tecs/LiuYYLM17,
author = {Bo Liu and
Xiao{-}Tong Yuan and
Yang Yu and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Parallel Sparse Subspace Clustering via Joint Sample and Parameter
Blockwise Partition},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {16},
number = {3},
pages = {75:1--75:17},
year = {2017}
}
@article{DBLP:journals/tip/LiuDYLT17,
author = {Qingshan Liu and
Jiankang Deng and
Jing Yang and
Guangcan Liu and
Dacheng Tao},
title = {Adaptive Cascade Regression Model For Robust Face Alignment},
journal = {{IEEE} Trans. Image Process.},
volume = {26},
number = {2},
pages = {797--807},
year = {2017}
}
@article{DBLP:journals/tip/LiuSWLT17,
author = {Qingshan Liu and
Yubao Sun and
Cantian Wang and
Tongliang Liu and
Dacheng Tao},
title = {Elastic Net Hypergraph Learning for Image Clustering and Semi-Supervised
Classification},
journal = {{IEEE} Trans. Image Process.},
volume = {26},
number = {1},
pages = {452--463},
year = {2017}
}
@article{DBLP:journals/tnn/LiuYW17,
author = {Qingshan Liu and
Shaofu Yang and
Jun Wang},
title = {A Collective Neurodynamic Approach to Distributed Constrained Optimization},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {8},
pages = {1747--1758},
year = {2017}
}
@article{DBLP:journals/tsmc/YangLW17,
author = {Shaofu Yang and
Qingshan Liu and
Jun Wang},
title = {Distributed Optimization Based on a Multiagent System in the Presence
of Communication Delays},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {47},
number = {5},
pages = {717--728},
year = {2017}
}
@inproceedings{DBLP:conf/ACISicis/LiuLLL17,
author = {Jiawei Liu and
Qingshan Li and
Yishuai Lin and
Yingjian Li},
title = {A query suggestion method based on random walk and topic concepts},
booktitle = {{ICIS}},
pages = {251--256},
publisher = {{IEEE} Computer Society},
year = {2017}
}
@inproceedings{DBLP:conf/aaai/LiYWDLZ17,
author = {Changsheng Li and
Junchi Yan and
Fan Wei and
Weishan Dong and
Qingshan Liu and
Hongyuan Zha},
title = {Self-Paced Multi-Task Learning},
booktitle = {{AAAI}},
pages = {2175--2181},
publisher = {{AAAI} Press},
year = {2017}
}
@inproceedings{DBLP:conf/case/LiuJZ17,
author = {Zhiling Liu and
Qing{-}Shan Jia and
Hui Zhang},
title = {An evacuation guider location optimization method based on road network
centrality measures},
booktitle = {{CASE}},
pages = {838--843},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/cccv/XuSTL17,
author = {Qingshan Xu and
Kun Sun and
Wenbing Tao and
Liman Liu},
title = {Massively Parallel Image Index for Vocabulary Tree Based Image Retrieval},
booktitle = {{CCCV} {(2)}},
series = {Communications in Computer and Information Science},
volume = {772},
pages = {99--110},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/cccv/ZhouHLY17,
author = {Feng Zhou and
Renlong Hang and
Qingshan Liu and
Xiaotong Yuan},
title = {Hyperspectral Image Classification Using Spectral-Spatial LSTMs},
booktitle = {{CCCV} {(1)}},
series = {Communications in Computer and Information Science},
volume = {771},
pages = {577--588},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/cvpr/YangLZ17,
author = {Jing Yang and
Qingshan Liu and
Kaihua Zhang},
title = {Stacked Hourglass Network for Robust Facial Landmark Localisation},
booktitle = {{CVPR} Workshops},
pages = {2025--2033},
publisher = {{IEEE} Computer Society},
year = {2017}
}
@inproceedings{DBLP:conf/icml/LiuYWLM17,
author = {Bo Liu and
Xiao{-}Tong Yuan and
Lezi Wang and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization
to Non-smooth Concave Maximization},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2179--2187},
publisher = {{PMLR}},
year = {2017}
}
@inproceedings{DBLP:conf/iconip/ShangL17,
author = {Jian Shang and
Qingshan Liu},
title = {Cognitive Load Recognition Using Multi-threshold United Complex Network},
booktitle = {{ICONIP} {(6)}},
series = {Lecture Notes in Computer Science},
volume = {10639},
pages = {490--498},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/iconip/XuL17,
author = {Bingrong Xu and
Qingshan Liu},
title = {Elastic Net Based Weighted Iterative Method for Image Classification},
booktitle = {{ICONIP} {(6)}},
series = {Lecture Notes in Computer Science},
volume = {10639},
pages = {481--489},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/iecon/LiuL17a,
author = {Qingshan Liu and
Kaixuan Li},
title = {A continuous-time algorithm based on multi-agent system for distributed
least absolute deviation subject to hybrid constraints},
booktitle = {{IECON}},
pages = {7381--7386},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/igarss/PaolettiHPPLH17,
author = {Mercedes Eugenia Paoletti and
Juan Mario Haut and
Javier Plaza and
Antonio Plaza and
Qingshan Liu and
Renlong Hang},
title = {Multicore implementation of the multi-scale adaptive deep pyramid
matching model for remotely sensed image classification},
booktitle = {{IGARSS}},
pages = {2247--2250},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/isnn/ShangZXL17,
author = {Jian Shang and
Wei Zhang and
Jiang Xiong and
Qingshan Liu},
title = {Cognitive Load Recognition Using Multi-channel Complex Network Method},
booktitle = {{ISNN} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {10261},
pages = {466--474},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/nips/LiuLY17,
author = {Guangcan Liu and
Qingshan Liu and
Xiaotong Yuan},
title = {A New Theory for Matrix Completion},
booktitle = {{NIPS}},
pages = {785--794},
year = {2017}
}
@inproceedings{DBLP:conf/wcre/HeLWW17,
author = {Liu He and
Qingshan Li and
Lu Wang and
Jiewen Wan},
title = {Self-adaptive systems framework based on agent and search-based optimization},
booktitle = {{SANER}},
pages = {557--558},
publisher = {{IEEE} Computer Society},
year = {2017}
}
@incollection{DBLP:series/acvpr/0005ZLL17,
author = {Jun Xu and
Chao Zhou and
Bing Lang and
Qingshan Liu},
title = {Deep Learning for Histopathological Image Analysis: Towards Computerized
Diagnosis on Cancers},
booktitle = {Deep Learning and Convolutional Neural Networks for Medical Image
Computing},
series = {Advances in Computer Vision and Pattern Recognition},
pages = {73--95},
publisher = {Springer},
year = {2017}
}
@proceedings{DBLP:conf/cccv/2017-1,
editor = {Jinfeng Yang and
Qinghua Hu and
Ming{-}Ming Cheng and
Liang Wang and
Qingshan Liu and
Xiang Bai and
Deyu Meng},
title = {Computer Vision - Second {CCF} Chinese Conference, {CCCV} 2017, Tianjin,
China, October 11-14, 2017, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {771},
publisher = {Springer},
year = {2017}
}
@proceedings{DBLP:conf/cccv/2017-2,
editor = {Jinfeng Yang and
Qinghua Hu and
Ming{-}Ming Cheng and
Liang Wang and
Qingshan Liu and
Xiang Bai and
Deyu Meng},
title = {Computer Vision - Second {CCF} Chinese Conference, {CCCV} 2017, Tianjin,
China, October 11-14, 2017, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {772},
publisher = {Springer},
year = {2017}
}
@proceedings{DBLP:conf/cccv/2017-3,
editor = {Jinfeng Yang and
Qinghua Hu and
Ming{-}Ming Cheng and
Liang Wang and
Qingshan Liu and
Xiang Bai and
Deyu Meng},
title = {Computer Vision - Second {CCF} Chinese Conference, {CCCV} 2017, Tianjin,
China, October 11-14, 2017, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {773},
publisher = {Springer},
year = {2017}
}
@article{DBLP:journals/corr/LiuYWLM17,
author = {Bo Liu and
Xiao{-}Tong Yuan and
Lezi Wang and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization
to Non-smooth Concave Maximization},
journal = {CoRR},
volume = {abs/1703.00119},
year = {2017}
}
@article{DBLP:journals/corr/LiuZHY17,
author = {Qingshan Liu and
Feng Zhou and
Renlong Hang and
Xiaotong Yuan},
title = {Bidirectional-Convolutional {LSTM} Based Spectral-Spatial Feature
Learning for Hyperspectral Image Classification},
journal = {CoRR},
volume = {abs/1703.07910},
year = {2017}
}
@article{DBLP:journals/cviu/YangZL16,
author = {Jing Yang and
Kaihua Zhang and
Qingshan Liu},
title = {Robust object tracking by online Fisher discrimination boosting feature
selection},
journal = {Comput. Vis. Image Underst.},
volume = {153},
pages = {100--108},
year = {2016}
}
@article{DBLP:journals/ijon/ChenZL16,
author = {Wei Chen and
Kaihua Zhang and
Qingshan Liu},
title = {Robust visual tracking via patch based kernel correlation filters
with adaptive multiple feature ensemble},
journal = {Neurocomputing},
volume = {214},
pages = {607--617},
year = {2016}
}
@article{DBLP:journals/ijon/LiuWZ16a,
author = {Qingshan Liu and
Jun Wang and
Zhigang Zeng},
title = {Advances in Neural Networks, Intelligent Control and Information Processing},
journal = {Neurocomputing},
volume = {198},
pages = {1--3},
year = {2016}
}
@article{DBLP:journals/ivc/DengLYT16,
author = {Jiankang Deng and
Qingshan Liu and
Jing Yang and
Dacheng Tao},
title = {M\({}^{\mbox{3}}\) {CSR:} Multi-view, multi-scale and multi-component
cascade shape regression},
journal = {Image Vis. Comput.},
volume = {47},
pages = {19--26},
year = {2016}
}
@article{DBLP:journals/js/LiCSFLZ16,
author = {Rui Li and
Maolin Cai and
Yan Shi and
Qingshan Feng and
Shucong Liu and
Xiaoming Zhao},
title = {Pipeline Bending Strain Measurement and Compensation Technology Based
on Wavelet Neural Network},
journal = {J. Sensors},
volume = {2016},
pages = {8363242:1--8363242:7},
year = {2016}
}
@article{DBLP:journals/pami/LiuXTLY16,
author = {Guangcan Liu and
Huan Xu and
Jinhui Tang and
Qingshan Liu and
Shuicheng Yan},
title = {A Deterministic Analysis for {LRR}},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {38},
number = {3},
pages = {417--430},
year = {2016}
}
@article{DBLP:journals/spic/WangYDL16,
author = {Dong Wang and
Jing Yang and
Jiankang Deng and
Qingshan Liu},
title = {FaceHunter: {A} multi-task convolutional neural network based face
detector},
journal = {Signal Process. Image Commun.},
volume = {47},
pages = {476--481},
year = {2016}
}
@article{DBLP:journals/tgrs/HangLSS16,
author = {Renlong Hang and
Qingshan Liu and
Huihui Song and
Yubao Sun},
title = {Matrix-Based Discriminant Subspace Ensemble for Hyperspectral Image
Spatial-Spectral Feature Fusion},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {54},
number = {2},
pages = {783--794},
year = {2016}
}
@article{DBLP:journals/tip/LiuDT16,
author = {Qingshan Liu and
Jiankang Deng and
Dacheng Tao},
title = {Dual Sparse Constrained Cascade Regression for Robust Face Alignment},
journal = {{IEEE} Trans. Image Process.},
volume = {25},
number = {2},
pages = {700--712},
year = {2016}
}
@article{DBLP:journals/tip/ZhangL0Y16,
author = {Kaihua Zhang and
Qingshan Liu and
Yi Wu and
Ming{-}Hsuan Yang},
title = {Robust Visual Tracking via Convolutional Networks Without Training},
journal = {{IEEE} Trans. Image Process.},
volume = {25},
number = {4},
pages = {1779--1792},
year = {2016}
}
@article{DBLP:journals/tmi/0005XLGWTM16,
author = {Jun Xu and
Lei Xiang and
Qingshan Liu and
Hannah Gilmore and
Jianzhong Wu and
Jinghai Tang and
Anant Madabhushi},
title = {Stacked Sparse Autoencoder {(SSAE)} for Nuclei Detection on Breast
Cancer Histopathology Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {35},
number = {1},
pages = {119--130},
year = {2016}
}
@article{DBLP:journals/tnn/LiLDWZY16,
author = {Changsheng Li and
Qingshan Liu and
Weishan Dong and
Fan Wei and
Xin Zhang and
Lin Yang},
title = {Max-Margin-Based Discriminative Feature Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {12},
pages = {2768--2775},
year = {2016}
}
@article{DBLP:journals/tnn/LiuW16,
author = {Qingshan Liu and
Jun Wang},
title = {L\({}_{\mbox{1}}\)-Minimization Algorithms for Sparse Signal Reconstruction
Based on a Projection Neural Network},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {3},
pages = {698--707},
year = {2016}
}
@article{DBLP:journals/tnn/YuanWDL16,
author = {Xiao{-}Tong Yuan and
Zhenzhen Wang and
Jiankang Deng and
Qingshan Liu},
title = {Efficient {\(\chi\)}\({}^{\mbox{2}}\) Kernel Linearization via Random
Feature Maps},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {11},
pages = {2448--2453},
year = {2016}
}
@inproceedings{DBLP:conf/aaai/LiWDWYZLZ16,
author = {Changsheng Li and
Fan Wei and
Weishan Dong and
Xiangfeng Wang and
Junchi Yan and
Xiaobin Zhu and
Qingshan Liu and
Xin Zhang},
title = {Spatially Regularized Streaming Sensor Selection},
booktitle = {{AAAI}},
pages = {3871--3879},
publisher = {{AAAI} Press},
year = {2016}
}
@inproceedings{DBLP:conf/aaai/LiuYYLM16,
author = {Bo Liu and
Xiao{-}Tong Yuan and
Yang Yu and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Decentralized Robust Subspace Clustering},
booktitle = {{AAAI}},
pages = {3539--3545},
publisher = {{AAAI} Press},
year = {2016}
}
@inproceedings{DBLP:conf/icaci/YangWL16,
author = {Shaofu Yang and
Jun Wang and
Qingshan Liu},
title = {Multiple-objective optimization based on a two-time-scale neurodynamic
system},
booktitle = {{ICACI}},
pages = {193--199},
publisher = {{IEEE}},
year = {2016}
}
@inproceedings{DBLP:conf/ijcai/LiuYZLM16,
author = {Bo Liu and
Xiao{-}Tong Yuan and
Shaoting Zhang and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Efficient k-Support-Norm Regularized Minimization via Fully Corrective
Frank-Wolfe Method},
booktitle = {{IJCAI}},
pages = {1760--1766},
publisher = {{IJCAI/AAAI} Press},
year = {2016}
}
@inproceedings{DBLP:conf/mmm/LiLL16,
author = {Lai Li and
Guangcan Liu and
Qingshan Liu},
title = {Advancing Iterative Quantization Hashing Using Isotropic Prior},
booktitle = {{MMM} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {9517},
pages = {174--184},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/nips/YuanLZLL16,
author = {Xiao{-}Tong Yuan and
Ping Li and
Tong Zhang and
Qingshan Liu and
Guangcan Liu},
title = {Learning Additive Exponential Family Graphical Models via {\textbackslash}ell{\_}\{2,
1\}-norm Regularized M-Estimation},
booktitle = {{NIPS}},
pages = {4367--4375},
year = {2016}
}
@proceedings{DBLP:conf/isnn/2016,
editor = {Long Cheng and
Qingshan Liu and
Andrey Ronzhin},
title = {Advances in Neural Networks - {ISNN} 2016 - 13th International Symposium
on Neural Networks, {ISNN} 2016, St. Petersburg, Russia, July 6-8,
2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9719},
publisher = {Springer},
year = {2016}
}
@article{DBLP:journals/corr/LiWYDLZ16,
author = {Changsheng Li and
Fan Wei and
Junchi Yan and
Weishan Dong and
Qingshan Liu and
Xiaoyu Zhang},
title = {A Self-Paced Regularization Framework for Multi-Label Learning},
journal = {CoRR},
volume = {abs/1603.06708},
year = {2016}
}
@article{DBLP:journals/corr/LiWYDLZ16a,
author = {Changsheng Li and
Fan Wei and
Junchi Yan and
Weishan Dong and
Qingshan Liu and
Hongyuan Zha},
title = {Self-Paced Multi-Task Learning},
journal = {CoRR},
volume = {abs/1604.01474},
year = {2016}
}
@article{DBLP:journals/corr/LiuHSL16,
author = {Qingshan Liu and
Renlong Hang and
Huihui Song and
Zhi Li},
title = {Learning Multi-Scale Deep Features for High-Resolution Satellite Image
Classification},
journal = {CoRR},
volume = {abs/1611.03591},
year = {2016}
}
@article{DBLP:journals/corr/LiuHSZPP16,
author = {Qingshan Liu and
Renlong Hang and
Huihui Song and
Fuping Zhu and
Javier Plaza and
Antonio Plaza},
title = {Adaptive Deep Pyramid Matching for Remote Sensing Scene Classification},
journal = {CoRR},
volume = {abs/1611.03589},
year = {2016}
}
@article{DBLP:journals/corr/LiuSWLT16,
author = {Qingshan Liu and
Yubao Sun and
Cantian Wang and
Tongliang Liu and
Dacheng Tao},
title = {Elastic Net Hypergraph Learning for Image Clustering and Semi-supervised
Classification},
journal = {CoRR},
volume = {abs/1603.01096},
year = {2016}
}
@article{DBLP:journals/corr/SunHLZP16,
author = {Yubao Sun and
Renlong Hang and
Qingshan Liu and
Fuping Zhu and
Hucheng Pei},
title = {Graph Regularized Low Rank Representation for Aerosol Optical Depth
Retrieval},
journal = {CoRR},
volume = {abs/1602.06818},
year = {2016}
}
@article{DBLP:journals/corr/ZhangL016,
author = {Kaihua Zhang and
Qingshan Liu and
Ming{-}Hsuan Yang},
title = {Visual Tracking via Boolean Map Representations},
journal = {CoRR},
volume = {abs/1610.09652},
year = {2016}
}
@article{DBLP:journals/corr/ZhangLL16a,
author = {Kaihua Zhang and
Xuejun Li and
Qingshan Liu},
title = {Unsupervised Video Segmentation via Spatio-Temporally Nonlocal Appearance
Learning},
journal = {CoRR},
volume = {abs/1612.08169},
year = {2016}
}
@article{DBLP:journals/ijon/WangYL15,
author = {Zhenzhen Wang and
Xiao{-}Tong Yuan and
Qingshan Liu},
title = {Sparse random projection for {\(\chi\)}\({}^{\mbox{2}}\) kernel linearization:
Algorithm and applications to image classification},
journal = {Neurocomputing},
volume = {151},
pages = {327--332},
year = {2015}
}
@article{DBLP:journals/ijon/dengSLL15,
author = {Jiankang Deng and
Yubao Sun and
Qingshan Liu and
Hanqing Lu},
title = {Low rank driven robust facial landmark regression},
journal = {Neurocomputing},
volume = {151},
pages = {196--206},
year = {2015}
}
@article{DBLP:journals/ijsysc/WengXWL15,
author = {Liguo Weng and
Min Xia and
Wei Wang and
Qingshan Liu},
title = {Crew exploration vehicle {(CEV)} attitude control using a neural-immunology/memory
network},
journal = {Int. J. Syst. Sci.},
volume = {46},
number = {1},
pages = {152--158},
year = {2015}
}
@article{DBLP:journals/jsjkx/Deng0S015,
author = {Jiankang Deng and
Jing Yang and
Yubao Sun and
Qingshan Liu},
title = {{\unicode{22522}}{\unicode{20110}}{\unicode{31232}}{\unicode{30095}}{\unicode{32423}}{\unicode{32852}}{\unicode{22238}}{\unicode{24402}}{\unicode{30340}}{\unicode{24555}}{\unicode{36895}}{\unicode{20154}}{\unicode{33080}}{\unicode{37197}}{\unicode{20934}}{\unicode{26041}}{\unicode{27861}}{\unicode{21450}}{\unicode{20854}}{\unicode{22312}}{\unicode{31227}}{\unicode{21160}}{\unicode{35774}}{\unicode{22791}}{\unicode{19978}}{\unicode{30340}}{\unicode{24212}}{\unicode{29992}}
(Fast Face Alignment Method Based on Sparse Cascade Regression and
its Application on Mobile Devices)},
journal = {{\unicode{35745}}{\unicode{31639}}{\unicode{26426}}{\unicode{31185}}{\unicode{23398}}},
volume = {42},
number = {10},
pages = {301--305},
year = {2015}
}
@article{DBLP:journals/kbs/YuanCZLL15,
author = {Ting Yuan and
Jian Cheng and
Xi Zhang and
Qingshan Liu and
Hanqing Lu},
title = {How friends affect user behaviors? An exploration of social relation
analysis for recommendation},
journal = {Knowl. Based Syst.},
volume = {88},
pages = {70--84},
year = {2015}
}
@article{DBLP:journals/remotesensing/NiLHLNWL15,
author = {Zhuoya Ni and
Zhigang Liu and
Hongyuan Huo and
Zhao{-}Liang Li and
Fran{\c{c}}oise Nerry and
Qingshan Wang and
Xiaowen Li},
title = {Early Water Stress Detection Using Leaf-Level Measurements of Chlorophyll
Fluorescence and Temperature Data},
journal = {Remote. Sens.},
volume = {7},
number = {3},
pages = {3232--3249},
year = {2015}
}
@article{DBLP:journals/sigpro/YanL15,
author = {Shengye Yan and
Qingshan Liu},
title = {Inferring occluded features for fast object detection},
journal = {Signal Process.},
volume = {110},
pages = {188--198},
year = {2015}
}
@article{DBLP:journals/tac/LiuW15,
author = {Qingshan Liu and
Jun Wang},
title = {A Second-Order Multi-Agent Network for Bound-Constrained Distributed
Optimization},
journal = {{IEEE} Trans. Autom. Control.},
volume = {60},
number = {12},
pages = {3310--3315},
year = {2015}
}
@article{DBLP:journals/tcyb/LiLDZLL15,
author = {Changsheng Li and
Qingshan Liu and
Weishan Dong and
Xiaobin Zhu and
Jing Liu and
Hanqing Lu},
title = {Human Age Estimation Based on Locality and Ordinal Information},
journal = {{IEEE} Trans. Cybern.},
volume = {45},
number = {11},
pages = {2522--2534},
year = {2015}
}
@article{DBLP:journals/tcyb/ZhangLSL15,
author = {Kaihua Zhang and
Qingshan Liu and
Huihui Song and
Xuelong Li},
title = {A Variational Approach to Simultaneous Image Segmentation and Bias
Correction},
journal = {{IEEE} Trans. Cybern.},
volume = {45},
number = {8},
pages = {1426--1437},
year = {2015}
}
@article{DBLP:journals/tcyb/ZhongLYHM15,
author = {Lin Zhong and
Qingshan Liu and
Peng Yang and
Junzhou Huang and
Dimitris N. Metaxas},
title = {Learning Multiscale Active Facial Patches for Expression Analysis},
journal = {{IEEE} Trans. Cybern.},
volume = {45},
number = {8},
pages = {1499--1510},
year = {2015}
}
@article{DBLP:journals/tgrs/SongHLZ15,
author = {Huihui Song and
Bo Huang and
Qingshan Liu and
Kaihua Zhang},
title = {Improving the Spatial Resolution of Landsat {TM/ETM+} Through Fusion
With {SPOT5} Images via Learning-Based Super-Resolution},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {53},
number = {3},
pages = {1195--1204},
year = {2015}
}
@article{DBLP:journals/tnn/LiLLL15,
author = {Changsheng Li and
Qingshan Liu and
Jing Liu and
Hanqing Lu},
title = {Ordinal Distance Metric Learning for Image Ranking},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {7},
pages = {1551--1559},
year = {2015}
}
@article{DBLP:journals/tnn/LiuW15,
author = {Qingshan Liu and
Jun Wang},
title = {A Projection Neural Network for Constrained Quadratic Minimax Optimization},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {11},
pages = {2891--2900},
year = {2015}
}
@article{DBLP:journals/wpc/LiuWWSW15,
author = {Jing Liu and
Qingshan Wang and
Qi Wang and
Jin Shen and
Jingming Wang},
title = {An Information Search Algorithm Based on Query Delegation and Feedback
Delegation in Delay-Tolerant Networks},
journal = {Wirel. Pers. Commun.},
volume = {82},
number = {4},
pages = {2623--2635},
year = {2015}
}
@inproceedings{DBLP:conf/cccv/LiSWL15,
author = {Zhi Li and
Yubao Sun and
Feng Wang and
Qingshan Liu},
title = {Convolutional Neural Networks for Clothes Categories},
booktitle = {{CCCV} {(2)}},
series = {Communications in Computer and Information Science},
volume = {547},
pages = {120--129},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/iccv/WangYLY15,
author = {Zhenzhen Wang and
Xiao{-}Tong Yuan and
Qingshan Liu and
Shuicheng Yan},
title = {Additive Nearest Neighbor Feature Maps},
booktitle = {{ICCV}},
pages = {2866--2874},
publisher = {{IEEE} Computer Society},
year = {2015}
}
@inproceedings{DBLP:conf/iccvw/YangDZL15,
author = {Jing Yang and
Jiankang Deng and
Kaihua Zhang and
Qingshan Liu},
title = {Facial Shape Tracking via Spatio-Temporal Cascade Shape Regression},
booktitle = {{ICCV} Workshops},
pages = {994--1002},
publisher = {{IEEE} Computer Society},
year = {2015}
}
@inproceedings{DBLP:conf/icig/WangYDL15,
author = {Dong Wang and
Jing Yang and
Jiankang Deng and
Qingshan Liu},
title = {Hierarchical Convolutional Neural Network for Face Detection},
booktitle = {{ICIG} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {9218},
pages = {373--384},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/isnn/LiuZC15,
author = {Qingshan Liu and
Yan Zhao and
Long Cheng},
title = {Continuous-Time Multi-agent Network for Distributed Least Absolute
Deviation},
booktitle = {{ISNN}},
series = {Lecture Notes in Computer Science},
volume = {9377},
pages = {436--443},
publisher = {Springer},
year = {2015}
}
@proceedings{DBLP:conf/iconip/2015-1,
editor = {Sabri Arik and
Tingwen Huang and
Weng Kin Lai and
Qingshan Liu},
title = {Neural Information Processing - 22nd International Conference, {ICONIP}
2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9489},
publisher = {Springer},
year = {2015}
}
@proceedings{DBLP:conf/iconip/2015-2,
editor = {Sabri Arik and
Tingwen Huang and
Weng Kin Lai and
Qingshan Liu},
title = {Neural Information Processing - 22nd International Conference, {ICONIP}
2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9490},
publisher = {Springer},
year = {2015}
}
@proceedings{DBLP:conf/iconip/2015-3,
editor = {Sabri Arik and
Tingwen Huang and
Weng Kin Lai and
Qingshan Liu},
title = {Neural Information Processing - 22nd International Conference, {ICONIP}
2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9491},
publisher = {Springer},
year = {2015}
}
@proceedings{DBLP:conf/iconip/2015-4,
editor = {Sabri Arik and
Tingwen Huang and
Weng Kin Lai and
Qingshan Liu},
title = {Neural Information Processing - 22nd International Conference, {ICONIP}
2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {9492},
publisher = {Springer},
year = {2015}
}
@article{DBLP:journals/corr/LiWDYLZ15,
author = {Changsheng Li and
Xiangfeng Wang and
Weishan Dong and
Junchi Yan and
Qingshan Liu and
Hongyuan Zha},
title = {Active Sample Learning and Feature Selection: {A} Unified Approach},
journal = {CoRR},
volume = {abs/1503.01239},
year = {2015}
}
@article{DBLP:journals/corr/LiuYZW15,
author = {Qingshan Liu and
Jing Yang and
Kaihua Zhang and
Yi Wu},
title = {Adaptive Compressive Tracking via Online Vector Boosting Feature Selection},
journal = {CoRR},
volume = {abs/1504.05451},
year = {2015}
}
@article{DBLP:journals/corr/ZhangLWY15,
author = {Kaihua Zhang and
Qingshan Liu and
Yi Wu and
Ming{-}Hsuan Yang},
title = {Robust Tracking via Convolutional Networks without Learning},
journal = {CoRR},
volume = {abs/1501.04505},
year = {2015}
}
@article{DBLP:journals/cmmm/CaoLAQJE14,
author = {Jinde Cao and
Qingshan Liu and
Sabri Arik and
Jianlong Qiu and
Haijun Jiang and
Ahmed M. Elaiw},
title = {Computational Neuroscience},
journal = {Comput. Math. Methods Medicine},
volume = {2014},
pages = {120280:1--120280:2},
year = {2014}
}
@article{DBLP:journals/ijautcomp/YanXL14,
author = {Shengye Yan and
Xinxing Xu and
Qingshan Liu},
title = {Robust Text Detection in Natural Scenes Using Text Geometry and Visual
Appearance},
journal = {Int. J. Autom. Comput.},
volume = {11},
number = {5},
pages = {480--488},
year = {2014}
}
@article{DBLP:journals/ijon/WengLXS14,
author = {Liguo Weng and
Qingshan Liu and
Min Xia and
Y. D. Song},
title = {Immune network-based swarm intelligence and its application to unmanned
aerial vehicle {(UAV)} swarm coordination},
journal = {Neurocomputing},
volume = {125},
pages = {134--141},
year = {2014}
}
@article{DBLP:journals/isci/YanXL14,
author = {Shengye Yan and
Xinxing Xu and
Qingshan Liu},
title = {Learning the object location, scale and view for image categorization
with adapted classifier},
journal = {Inf. Sci.},
volume = {281},
pages = {661--673},
year = {2014}
}
@article{DBLP:journals/jam/XuLDZP14,
author = {Qingshan Xu and
Yujun Liu and
Maosheng Ding and
Pingliang Zeng and
Wei Pan},
title = {Research on the Performance of Electric Vehicles in Peak Load Shifting},
journal = {J. Appl. Math.},
volume = {2014},
pages = {957872:1--957872:7},
year = {2014}
}
@article{DBLP:journals/tip/SunLTT14,
author = {Yubao Sun and
Qingshan Liu and
Jinhui Tang and
Dacheng Tao},
title = {Learning Discriminative Dictionary for Group Sparse Representation},
journal = {{IEEE} Trans. Image Process.},
volume = {23},
number = {9},
pages = {3816--3828},
year = {2014}
}
@article{DBLP:journals/tnn/LiuH014,
author = {Qingshan Liu and
Tingwen Huang and
Jun Wang},
title = {One-Layer Continuous-and Discrete-Time Projection Neural Networks
for Solving Variational Inequalities and Related Optimization Problems},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {25},
number = {7},
pages = {1308--1318},
year = {2014}
}
@inproceedings{DBLP:conf/cvpr/YuanL14,
author = {Xiao{-}Tong Yuan and
Qingshan Liu},
title = {Newton Greedy Pursuit: {A} Quadratic Approximation Method for Sparsity-Constrained
Optimization},
booktitle = {{CVPR}},
pages = {4122--4129},
publisher = {{IEEE} Computer Society},
year = {2014}
}
@inproceedings{DBLP:conf/eccv/ZhangZLZY14,
author = {Kaihua Zhang and
Lei Zhang and
Qingshan Liu and
David Zhang and
Ming{-}Hsuan Yang},
title = {Fast Visual Tracking via Dense Spatio-temporal Context Learning},
booktitle = {{ECCV} {(5)}},
series = {Lecture Notes in Computer Science},
volume = {8693},
pages = {127--141},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/icpr/LiYLMDWX14,
author = {Changsheng Li and
Lin Yang and
Qingshan Liu and
Fanjing Meng and
Weishan Dong and
Yu Wang and
Jingmin Xu},
title = {Multiple-Output Regression with High-Order Structure Information},
booktitle = {{ICPR}},
pages = {3868--3873},
publisher = {{IEEE} Computer Society},
year = {2014}
}
@inproceedings{DBLP:conf/icpr/ZhaoFW0LL14,
author = {Chaoyang Zhao and
Wei Fu and
Jinqiao Wang and
Xiao Bai and
Qingshan Liu and
Hanqing Lu},
title = {Discriminative Context Models for Collective Activity Recognition},
booktitle = {{ICPR}},
pages = {648--653},
publisher = {{IEEE} Computer Society},
year = {2014}
}
@inproceedings{DBLP:conf/ijcnn/ZhangL14,
author = {Wei Zhang and
Qingshan Liu},
title = {A one-layer discrete-time projection neural network for support vector
classification},
booktitle = {{IJCNN}},
pages = {3143--3148},
publisher = {{IEEE}},
year = {2014}
}
@article{DBLP:journals/corr/LiDL014,
author = {Changsheng Li and
Weishan Dong and
Qingshan Liu and
Xin Zhang},
title = {{MORES:} Online Incremental Multiple-Output Regression for Data Streams},
journal = {CoRR},
volume = {abs/1412.5732},
year = {2014}
}
@article{DBLP:journals/corr/LiLD0Y14,
author = {Changsheng Li and
Qingshan Liu and
Weishan Dong and
Xin Zhang and
Lin Yang},
title = {Max-Margin based Discriminative Feature Learning},
journal = {CoRR},
volume = {abs/1412.4863},
year = {2014}
}
@article{DBLP:journals/cogcom/SquartiniHL13,
author = {Stefano Squartini and
Sanqing Hu and
Qingshan Liu},
title = {Advances on Brain Inspired Computing},
journal = {Cogn. Comput.},
volume = {5},
number = {2},
pages = {161--163},
year = {2013}
}
@article{DBLP:journals/ijon/LiuH13a,
author = {Qingshan Liu and
Tingwen Huang},
title = {A neural network with a single recurrent unit for associative memories
based on linear optimization},
journal = {Neurocomputing},
volume = {118},
pages = {263--267},
year = {2013}
}
@article{DBLP:journals/ijon/LiuHLA13,
author = {Chunmei Liu and
Changbo Hu and
Qingshan Liu and
J. K. Aggarwal},
title = {Video event description in scene context},
journal = {Neurocomputing},
volume = {119},
pages = {82--93},
year = {2013}
}
@article{DBLP:journals/ijon/LiuZ13,
author = {Qingshan Liu and
Yueting Zhuang},
title = {Learning for scalable multimedia representation},
journal = {Neurocomputing},
volume = {105},
pages = {1--2},
year = {2013}
}
@article{DBLP:journals/ivc/ChenTLM13,
author = {Shizhi Chen and
Yingli Tian and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Recognizing expressions from face and body gesture by temporal normalized
motion and appearance features},
journal = {Image Vis. Comput.},
volume = {31},
number = {2},
pages = {175--185},
year = {2013}
}
@article{DBLP:journals/netmahib/HasanuzzamanYTLC13,
author = {Faiz M. Hasanuzzaman and
Xiaodong Yang and
Yingli Tian and
Qingshan Liu and
Elizabeth Capezuti},
title = {Monitoring activity of taking medicine by incorporating {RFID} and
video analysis},
journal = {Netw. Model. Anal. Health Informatics Bioinform.},
volume = {2},
number = {2},
pages = {61--70},
year = {2013}
}
@article{DBLP:journals/scl/LiuLY13,
author = {Hong Liu and
Xiaoxia Li and
Qingshan Yang},
title = {The ergodic property and positive recurrence of a multi-group Lotka-Volterra
mutualistic system with regime switching},
journal = {Syst. Control. Lett.},
volume = {62},
number = {10},
pages = {805--810},
year = {2013}
}
@article{DBLP:journals/sigpro/LiLLL13,
author = {Changsheng Li and
Qingshan Liu and
Jing Liu and
Hanqing Lu},
title = {Ordinal regularized manifold feature extraction for image ranking},
journal = {Signal Process.},
volume = {93},
number = {6},
pages = {1651--1661},
year = {2013}
}
@article{DBLP:journals/tcyb/LiuDH13,
author = {Qingshan Liu and
Chuangyin Dang and
Tingwen Huang},
title = {A One-Layer Recurrent Neural Network for Real-Time Portfolio Optimization
With Probability Criterion},
journal = {{IEEE} Trans. Cybern.},
volume = {43},
number = {1},
pages = {14--23},
year = {2013}
}
@article{DBLP:journals/tnn/Liu013,
author = {Qingshan Liu and
Jun Wang},
title = {A One-Layer Projection Neural Network for Nonsmooth Optimization Subject
to Linear Equalities and Bound Constraints},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {24},
number = {5},
pages = {812--824},
year = {2013}
}
@inproceedings{DBLP:conf/cica/LiuZ13,
author = {Qingshan Liu and
Yan Zhao},
title = {A continuous-time recurrent neural network for real-time support vector
regression},
booktitle = {{CICA}},
pages = {189--193},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/icig/JiYL13,
author = {Pengpeng Ji and
Shengye Yan and
Qingshan Liu},
title = {Region-Based Spatial Sampling for Image Classification},
booktitle = {{ICIG}},
pages = {874--879},
publisher = {{IEEE} Computer Society},
year = {2013}
}
@inproceedings{DBLP:conf/mmm/YuanCZLL13,
author = {Ting Yuan and
Jian Cheng and
Xi Zhang and
Qingshan Liu and
Hanqing Lu},
title = {A Weighted One Class Collaborative Filtering with Content Topic Features},
booktitle = {{MMM} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {7733},
pages = {417--427},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/wcnc/LiuMLL13,
author = {Xingchuan Liu and
Qingshan Man and
Henghui Lu and
Xiaokang Lin},
title = {Wi-Fi/MARG/GPS integrated system for seamless mobile positioning},
booktitle = {{WCNC}},
pages = {2323--2328},
publisher = {{IEEE}},
year = {2013}
}
@article{DBLP:journals/automatica/LiuYJ12,
author = {Hong Liu and
Qingshan Yang and
Daqing Jiang},
title = {The asymptotic behavior of stochastically perturbed {DI} {SIR} epidemic
models with saturated incidences},
journal = {Autom.},
volume = {48},
number = {5},
pages = {820--825},
year = {2012}
}
@article{DBLP:journals/ijon/CuiLZYM12,
author = {Xinyi Cui and
Qingshan Liu and
Shaoting Zhang and
Fei Yang and
Dimitris N. Metaxas},
title = {Temporal Spectral Residual for fast salient motion detection},
journal = {Neurocomputing},
volume = {86},
pages = {24--32},
year = {2012}
}
@article{DBLP:journals/mcs/CaoLLL12,
author = {Jinde Cao and
Jianquan Lu and
Jinling Liang and
Qingshan Liu},
title = {Preface},
journal = {Math. Comput. Simul.},
volume = {86},
pages = {1},
year = {2012}
}
@article{DBLP:journals/mcs/ZhaoL12,
author = {Yan Zhao and
Qingshan Liu},
title = {Generalized recurrent neural network for {\unicode{1013}}-insensitive
support vector regression},
journal = {Math. Comput. Simul.},
volume = {86},
pages = {2--9},
year = {2012}
}
@article{DBLP:journals/nn/LiuGW12,
author = {Qingshan Liu and
Zhishan Guo and
Jun Wang},
title = {A one-layer recurrent neural network for constrained pseudoconvex
optimization and its application for dynamic portfolio optimization},
journal = {Neural Networks},
volume = {26},
pages = {99--109},
year = {2012}
}
@article{DBLP:journals/tmm/XuHYLS12,
author = {Changsheng Xu and
Alan Hanjalic and
Shuicheng Yan and
Qingshan Liu and
Alan F. Smeaton},
title = {Special Section on Object and Event Classification in Large-Scale
Video Collections},
journal = {{IEEE} Trans. Multim.},
volume = {14},
number = {1},
pages = {1--2},
year = {2012}
}
@inproceedings{DBLP:conf/ccpr/YangSLR12,
author = {Wankou Yang and
Changyin Sun and
Qingshan Liu and
Karl Ricanek},
title = {Collaborative Representation Based Projections for Face Recognition},
booktitle = {{CCPR}},
series = {Communications in Computer and Information Science},
volume = {321},
pages = {276--283},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/chinacom/LiuLLWHZZCW12,
author = {Wangyang Liu and
Qingshan Li and
Rui Lu and
Xin Wan and
Nan Hua and
Xiaoping Zheng and
Bingkun Zhou and
Xiaohui Chen and
Pi Wang},
title = {Implementation of segmented protection and restoration in PCE-based
multi-domain heterogeneous optical networks},
booktitle = {{CHINACOM}},
pages = {284--287},
publisher = {{IEEE}},
year = {2012}
}
@inproceedings{DBLP:conf/cvpr/LiLLL12,
author = {Changsheng Li and
Qingshan Liu and
Jing Liu and
Hanqing Lu},
title = {Learning ordinal discriminative features for age estimation},
booktitle = {{CVPR}},
pages = {2570--2577},
publisher = {{IEEE} Computer Society},
year = {2012}
}
@inproceedings{DBLP:conf/cvpr/ZhongLYLHM12,
author = {Lin Zhong and
Qingshan Liu and
Peng Yang and
Bo Liu and
Junzhou Huang and
Dimitris N. Metaxas},
title = {Learning active facial patches for expression analysis},
booktitle = {{CVPR}},
pages = {2562--2569},
publisher = {{IEEE} Computer Society},
year = {2012}
}
@inproceedings{DBLP:conf/icpr/LiLLL12,
author = {Changsheng Li and
Qingshan Liu and
Jing Liu and
Hanqing Lu},
title = {Learning distance metric regression for facial age estimation},
booktitle = {{ICPR}},
pages = {2327--2330},
publisher = {{IEEE} Computer Society},
year = {2012}
}
@inproceedings{DBLP:conf/mir/LiLLXLL12,
author = {Changsheng Li and
Jing Liu and
Yan Liu and
Changsheng Xu and
Qingshan Liu and
Hanqing Lu},
title = {Ordinal preserving projection: a novel dimensionality reduction method
for image ranking},
booktitle = {{ICMR}},
pages = {17},
publisher = {{ACM}},
year = {2012}
}
@article{DBLP:journals/corr/abs-1209-4405,
author = {Qingshan You and
Qun Wan and
Yipeng Liu},
title = {Strongly Convex Programming for Principal Component Pursuit},
journal = {CoRR},
volume = {abs/1209.4405},
year = {2012}
}
@article{DBLP:journals/cviu/YangLM11,
author = {Peng Yang and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Dynamic soft encoded patterns for facial event analysis},
journal = {Comput. Vis. Image Underst.},
volume = {115},
number = {3},
pages = {456--465},
year = {2011}
}
@article{DBLP:journals/ijon/LiuC11,
author = {Qingshan Liu and
Jinde Cao},
title = {Global exponential stability of discrete-time recurrent neural network
for solving quadratic programming problems subject to linear constraints},
journal = {Neurocomputing},
volume = {74},
number = {17},
pages = {3494--3501},
year = {2011}
}
@article{DBLP:journals/pami/HuangLLGM11,
author = {Yuchi Huang and
Qingshan Liu and
Fengjun Lv and
Yihong Gong and
Dimitris N. Metaxas},
title = {Unsupervised Image Categorization by Hypergraph Partition},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {33},
number = {6},
pages = {1266--1273},
year = {2011}
}
@article{DBLP:journals/pr/LiuHM11,
author = {Qingshan Liu and
Yuchi Huang and
Dimitris N. Metaxas},
title = {Hypergraph with sampling for image retrieval},
journal = {Pattern Recognit.},
volume = {44},
number = {10-11},
pages = {2255--2262},
year = {2011}
}
@article{DBLP:journals/tmi/QianLMA11,
author = {Zhen Qian and
Qingshan Liu and
Dimitris N. Metaxas and
Leon Axel},
title = {Identifying Regional Cardiac Abnormalities From Myocardial Strains
Using Nontracking-Based Strain Estimation and Spatio-Temporal Tensor
Analysis},
journal = {{IEEE} Trans. Medical Imaging},
volume = {30},
number = {12},
pages = {2017--2029},
year = {2011}
}
@article{DBLP:journals/tnn/GuoLW11,
author = {Zhishan Guo and
Qingshan Liu and
Jun Wang},
title = {A One-Layer Recurrent Neural Network for Pseudoconvex Optimization
Subject to Linear Equality Constraints},
journal = {{IEEE} Trans. Neural Networks},
volume = {22},
number = {12},
pages = {1892--1900},
year = {2011}
}
@article{DBLP:journals/tnn/LiuW11,
author = {Qingshan Liu and
Jun Wang},
title = {Finite-Time Convergent Recurrent Neural Network With a Hard-Limiting
Activation Function for Constrained Optimization With Piecewise-Linear
Objective Functions},
journal = {{IEEE} Trans. Neural Networks},
volume = {22},
number = {4},
pages = {601--613},
year = {2011}
}
@article{DBLP:journals/tsmc/HuangLM11,
author = {Yuchi Huang and
Qingshan Liu and
Dimitris N. Metaxas},
title = {A Component-Based Framework for Generalized Face Alignment},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {41},
number = {1},
pages = {287--298},
year = {2011}
}
@article{DBLP:journals/tsmc/LiuW11,
author = {Qingshan Liu and
Jun Wang},
title = {A One-Layer Recurrent Neural Network for Constrained Nonsmooth Optimization},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {41},
number = {5},
pages = {1323--1333},
year = {2011}
}
@inproceedings{DBLP:conf/bibm/HasanuzzamanTL11,
author = {Faiz M. Hasanuzzaman and
Yingli Tian and
Qingshan Liu},
title = {Identifying medicine bottles by incorporating {RFID} and video analysis},
booktitle = {{BIBM} Workshops},
pages = {528--529},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/bmvc/MichaelYLMN11,
author = {Nicholas Michael and
Peng Yang and
Qingshan Liu and
Dimitris N. Metaxas and
Carol Neidle},
title = {A Framework for the Recognition of Nonmanual Markers in Segmented
Sequences of American Sign Language},
booktitle = {{BMVC}},
pages = {1--12},
publisher = {{BMVA} Press},
year = {2011}
}
@inproceedings{DBLP:conf/cvpr/ChenTLM11,
author = {Shizhi Chen and
Yingli Tian and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Recognizing expressions from face and body gesture by temporal normalized
motion and appearance features},
booktitle = {{CVPR} Workshops},
pages = {7--12},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/cvpr/CuiLGM11,
author = {Xinyi Cui and
Qingshan Liu and
Mingchen Gao and
Dimitris N. Metaxas},
title = {Abnormal detection using interaction energy potentials},
booktitle = {{CVPR}},
pages = {3161--3167},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/fgr/ChenTLM11,
author = {Shizhi Chen and
Yingli Tian and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Segment and recognize expression phase by fusion of motion area and
neutral divergence features},
booktitle = {{FG}},
pages = {330--335},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/icann/LiuW11,
author = {Qingshan Liu and
Jun Wang},
title = {A One-Layer Dual Recurrent Neural Network with a Heaviside Step Activation
Function for Linear Programming with Its Linear Assignment Application},
booktitle = {{ICANN} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {6792},
pages = {253--260},
publisher = {Springer},
year = {2011}
}
@inproceedings{DBLP:conf/iscas/LiuW11,
author = {Qingshan Liu and
Jun Wang},
title = {A one-layer recurrent neural network for constrained single-ratio
linear fractional programming},
booktitle = {{ISCAS}},
pages = {1089--1092},
publisher = {{IEEE}},
year = {2011}
}
@inproceedings{DBLP:conf/mm/YangLLZM11,
author = {Peng Yang and
Hui Li and
Qingshan Liu and
Lin Zhong and
Dimitris N. Metaxas},
title = {Content quality based image retrieval with multiple instance boost
ranking},
booktitle = {{ACM} Multimedia},
pages = {1193--1196},
publisher = {{ACM}},
year = {2011}
}
@incollection{DBLP:series/smpai/LiuW11,
author = {Qingshan Liu and
Jun Wang},
title = {Recurrent Neural Networks with Discontinuous Activation Functions
for Convex Optimization},
booktitle = {Integration of Swarm Intelligence and Artificial Neural Network},
series = {Series in Machine Perception and Artificial Intelligence},
volume = {78},
pages = {95--120},
publisher = {WorldScientific},
year = {2011}
}
@article{DBLP:journals/ijon/LiuY10,
author = {Qingshan Liu and
Yongqing Yang},
title = {Global exponential system of projection neural networks for system
of generalized variational inequalities and related nonlinear minimax
problems},
journal = {Neurocomputing},
volume = {73},
number = {10-12},
pages = {2069--2076},
year = {2010}
}
@article{DBLP:journals/neco/LiuCC10,
author = {Qingshan Liu and
Jinde Cao and
Guanrong Chen},
title = {A Novel Recurrent Neural Network with Finite-Time Convergence for
Linear Programming},
journal = {Neural Comput.},
volume = {22},
number = {11},
pages = {2962--2978},
year = {2010}
}
@article{DBLP:journals/sigpro/LiLLM10,
author = {Zhenglong Li and
Qingshan Liu and
Hanqing Lu and
Dimitris N. Metaxas},
title = {Lennard-Jones force field for geometric active contour},
journal = {Signal Process.},
volume = {90},
number = {4},
pages = {1249--1266},
year = {2010}
}
@article{DBLP:journals/tnn/LiuDC10,
author = {Qingshan Liu and
Chuangyin Dang and
Jinde Cao},
title = {A novel recurrent neural network with one neuron and finite-time convergence
for k-winners-take-all operation},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {7},
pages = {1140--1148},
year = {2010}
}
@article{DBLP:journals/tsmc/LiuC10,
author = {Qingshan Liu and
Jinde Cao},
title = {A Recurrent Neural Network Based on Projection Operator for Extended
General Variational Inequalities},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {40},
number = {3},
pages = {928--938},
year = {2010}
}
@inproceedings{DBLP:conf/cvpr/HuangLZM10,
author = {Yuchi Huang and
Qingshan Liu and
Shaoting Zhang and
Dimitris N. Metaxas},
title = {Image retrieval via probabilistic hypergraph ranking},
booktitle = {{CVPR}},
pages = {3376--3383},
publisher = {{IEEE} Computer Society},
year = {2010}
}
@inproceedings{DBLP:conf/cvpr/YangLM10,
author = {Peng Yang and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Exploring facial expressions with compositional features},
booktitle = {{CVPR}},
pages = {2638--2644},
publisher = {{IEEE} Computer Society},
year = {2010}
}
@inproceedings{DBLP:conf/icann/LiuW10,
author = {Qingshan Liu and
Jun Wang},
title = {A One-Layer Dual Neural Network with a Unipolar Hard-Limiting Activation
Function for Shortest-Path Routing},
booktitle = {{ICANN} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {6353},
pages = {498--505},
publisher = {Springer},
year = {2010}
}
@inproceedings{DBLP:conf/miccai/LiuQMRVM10,
author = {Qingshan Liu and
Zhen Qian and
Idean Marvasty and
Sarah Rinehart and
Szilard Voros and
Dimitris N. Metaxas},
title = {Lesion-Specific Coronary Artery Calcium Quantification for Predicting
Cardiac Event with Multiple Instance Support Vector Machines},
booktitle = {{MICCAI} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {6361},
pages = {484--492},
publisher = {Springer},
year = {2010}
}
@inproceedings{DBLP:conf/swarm/LiJYL10,
author = {Qingshan Li and
Dan Jiang and
Haishun Yun and
He Liu},
title = {Collaboration Algorithm of {FSMAS}},
booktitle = {{ICSI} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {6145},
pages = {390--396},
publisher = {Springer},
year = {2010}
}
@article{DBLP:journals/cviu/LiuLEHXT09,
author = {Qingshan Liu and
Xuelong Li and
Ahmed M. Elgammal and
Xian{-}Sheng Hua and
Dong Xu and
Dacheng Tao},
title = {Introduction to computer vision and image understanding the special
issue on video analysis},
journal = {Comput. Vis. Image Underst.},
volume = {113},
number = {3},
pages = {317--318},
year = {2009}
}
@article{DBLP:journals/pr/LiuLLLM09,
author = {Jing Liu and
Mingjing Li and
Qingshan Liu and
Hanqing Lu and
Songde Ma},
title = {Image annotation via graph learning},
journal = {Pattern Recognit.},
volume = {42},
number = {2},
pages = {218--228},
year = {2009}
}
@article{DBLP:journals/prl/ShanLTXYL09,
author = {Shiguang Shan and
Qingshan Liu and
Dacheng Tao and
Dong Xu and
Shuicheng Yan and
Xuelong Li},
title = {Introduction to the special issue on Video-based Object and Event
Analysis},
journal = {Pattern Recognit. Lett.},
volume = {30},
number = {2},
pages = {87},
year = {2009}
}
@article{DBLP:journals/prl/YangLM09,
author = {Peng Yang and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Boosting encoded dynamic features for facial expression recognition},
journal = {Pattern Recognit. Lett.},
volume = {30},
number = {2},
pages = {132--139},
year = {2009}
}
@inproceedings{DBLP:conf/cvpr/HuangLM09,
author = {Yuchi Huang and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Video object segmentation by hypergraph cut},
booktitle = {{CVPR}},
pages = {1738--1745},
publisher = {{IEEE} Computer Society},
year = {2009}
}
@inproceedings{DBLP:conf/iccv/YangLM09,
author = {Peng Yang and
Qingshan Liu and
Dimitris N. Metaxas},
title = {RankBoost with l1 regularization for facial expression recognition
and intensity estimation},
booktitle = {{ICCV}},
pages = {1018--1025},
publisher = {{IEEE} Computer Society},
year = {2009}
}
@inproceedings{DBLP:conf/icip/LiuLLL09,
author = {Tinglin Liu and
Jing Liu and
Qingshan Liu and
Hanqing Lu},
title = {Expanded bag of words representation for object classification},
booktitle = {{ICIP}},
pages = {297--300},
publisher = {{IEEE}},
year = {2009}
}
@inproceedings{DBLP:conf/icmcs/LiLL09,
author = {Zhenglong Li and
Qingshan Liu and
Hanqing Lu},
title = {A variational multi-view learning framework and its application to
image segmentation},
booktitle = {{ICME}},
pages = {1516--1519},
publisher = {{IEEE}},
year = {2009}
}
@inproceedings{DBLP:conf/isnn/LiuCL09,
author = {Qingshan Liu and
Jinde Cao and
Jinling Liang},
title = {A Discrete-Time Recurrent Neural Network with One Neuron for k-Winners-Take-All
Operation},
booktitle = {{ISNN} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {5551},
pages = {272--278},
publisher = {Springer},
year = {2009}
}
@inproceedings{DBLP:conf/mm/CuiLM09,
author = {Xinyi Cui and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Temporal spectral residual: fast motion saliency detection},
booktitle = {{ACM} Multimedia},
pages = {617--620},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/wgec/YangLZ09,
author = {Qingshan Yang and
Quanhui Liu and
Mingying Zhang},
title = {The Design and realization of Monitoring System of Didactical Quality
of Higher Vocational and Technical Education},
booktitle = {{WGEC}},
pages = {181--184},
publisher = {{IEEE} Computer Society},
year = {2009}
}
@phdthesis{DBLP:phd/ndltd/Liu08,
author = {Qingshan Liu},
title = {Improved recurrent neural networks for convex optimization},
school = {Chinese University of Hong Kong, Hong Kong},
year = {2008}
}
@article{DBLP:journals/ijon/LiuJTLM08,
author = {Qingshan Liu and
Hongliang Jin and
Xiaoou Tang and
Hanqing Lu and
Songde Ma},
title = {A new extension of kernel feature and its application for visual recognition},
journal = {Neurocomputing},
volume = {71},
number = {10-12},
pages = {1850--1856},
year = {2008}
}
@article{DBLP:journals/neco/LiuW08,
author = {Qingshan Liu and
Jun Wang},
title = {A One-Layer Recurrent Neural Network with a Discontinuous Activation
Function for Linear Programming},
journal = {Neural Comput.},
volume = {20},
number = {5},
pages = {1366--1383},
year = {2008}
}
@article{DBLP:journals/nn/LiuW08,
author = {Qingshan Liu and
Jun Wang},
title = {Two k-winners-take-all networks with discontinuous activation functions},
journal = {Neural Networks},
volume = {21},
number = {2-3},
pages = {406--413},
year = {2008}
}
@article{DBLP:journals/tmm/WangDLLJ08,
author = {Jinqiao Wang and
Ling{-}Yu Duan and
Qingshan Liu and
Hanqing Lu and
Jesse S. Jin},
title = {A Multimodal Scheme for Program Segmentation and Representation in
Broadcast Video Streams},
journal = {{IEEE} Trans. Multim.},
volume = {10},
number = {3},
pages = {393--408},
year = {2008}
}
@article{DBLP:journals/tnn/LiuW08a,
author = {Qingshan Liu and
Jun Wang},
title = {A One-Layer Recurrent Neural Network With a Discontinuous Hard-Limiting
Activation Function for Quadratic Programming},
journal = {{IEEE} Trans. Neural Networks},
volume = {19},
number = {4},
pages = {558--570},
year = {2008}
}
@inproceedings{DBLP:conf/cvpr/YangLCM08,
author = {Peng Yang and
Qingshan Liu and
Xinyi Cui and
Dimitris N. Metaxas},
title = {Facial expression recognition using encoded dynamic features},
booktitle = {{CVPR}},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/eccv/YangLM08,
author = {Peng Yang and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Similarity Features for Facial Event Analysis},
booktitle = {{ECCV} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {5302},
pages = {685--696},
publisher = {Springer},
year = {2008}
}
@inproceedings{DBLP:conf/etvc/LiuM08,
author = {Qingshan Liu and
Dimitris N. Metaxas},
title = {Unifying Subspace and Distance Metric Learning with Bhattacharyya
Coefficient for Image Classification},
booktitle = {{ETVC}},
series = {Lecture Notes in Computer Science},
volume = {5416},
pages = {254--267},
publisher = {Springer},
year = {2008}
}
@inproceedings{DBLP:conf/icmcs/ZangLCL08,
author = {Cunxun Zang and
Qingshan Liu and
Jian Cheng and
Hanqing Lu},
title = {Human-centered image navigation on mobile devices},
booktitle = {{ICME}},
pages = {321--324},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/iconip/LiuW09,
author = {Qingshan Liu and
Jun Wang},
title = {A One-Layer Recurrent Neural Network for Non-smooth Convex Optimization
Subject to Linear Equality Constraints},
booktitle = {{ICONIP} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {5507},
pages = {1003--1010},
publisher = {Springer},
year = {2008}
}
@inproceedings{DBLP:conf/icpr/LiLCL08,
author = {Zhenglong Li and
Qingshan Liu and
Jian Cheng and
Hanqing Lu},
title = {A variational inference based approach for image segmentation},
booktitle = {{ICPR}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/icpr/LiLLM08,
author = {Zhenglong Li and
Qingshan Liu and
Hanqing Lu and
Dimitris N. Metaxas},
title = {Lennard-Jones force field for Geometric Active Contour},
booktitle = {{ICPR}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/igarss/HuoCZLCL08,
author = {Chunlei Huo and
Keming Chen and
Zhixin Zhou and
Hanqing Lu and
Jian Cheng and
Qingshan Liu},
title = {A Multilevel Contextual Approach to Change Detection for very high
Resolution Images},
booktitle = {{IGARSS} {(4)}},
pages = {185--188},
publisher = {{IEEE}},
year = {2008}
}
@inproceedings{DBLP:conf/igarss/HuoZLCLC08,
author = {Chunlei Huo and
Zhixin Zhou and
Qingshan Liu and
Jian Cheng and
Hanqing Lu and
Keming Chen},
title = {Urban Change Detection based on Local Features and Multiscale Fusion},
booktitle = {{IGARSS} {(3)}},
pages = {1236--1239},
publisher = {{IEEE}},
year = {2008}
}
@inproceedings{DBLP:conf/ijcnn/LiuW08,
author = {Qingshan Liu and
Jun Wang},
title = {A one-layer recurrentneural network for convex programming},
booktitle = {{IJCNN}},
pages = {83--90},
publisher = {{IEEE}},
year = {2008}
}
@inproceedings{DBLP:conf/isbi/ZhouCLPBMVTM08,
author = {Jinghao Zhou and
Sukmoon Chang and
Qingshan Liu and
George J. Pappas and
Vasilios Boronikolas and
Michael Michaelides and
Nora D. Volkow and
Panayotis K. Thanos and
Dimitris N. Metaxas},
title = {A novel learning based segmentation method for rodent brain structures
using {MRI}},
booktitle = {{ISBI}},
pages = {61--64},
publisher = {{IEEE}},
year = {2008}
}
@inproceedings{DBLP:conf/miccai/QianLMA08,
author = {Zhen Qian and
Qingshan Liu and
Dimitris N. Metaxas and
Leon Axel},
title = {Identifying Regional Cardiac Abnormalities from Myocardial Strains
Using Spatio-temporal Tensor Analysis},
booktitle = {{MICCAI} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {5241},
pages = {789--797},
publisher = {Springer},
year = {2008}
}
@article{DBLP:journals/mta/WangLL07,
author = {Haifeng Wang and
Qingshan Liu and
Hanqing Lu},
title = {An improved variable-size block-matching algorithm},
journal = {Multim. Tools Appl.},
volume = {34},
number = {2},
pages = {221--237},
year = {2007}
}
@inproceedings{DBLP:conf/accv/LiCLL07,
author = {Zhenglong Li and
Jian Cheng and
Qingshan Liu and
Hanqing Lu},
title = {Image Segmentation Using Co-EM Strategy},
booktitle = {{ACCV} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {4844},
pages = {827--836},
publisher = {Springer},
year = {2007}
}
@inproceedings{DBLP:conf/accv/LiLM07,
author = {Zhiguo Li and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Face Mis-alignment Analysis by Multiple-Instance Subspace},
booktitle = {{ACCV} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {4844},
pages = {901--910},
publisher = {Springer},
year = {2007}
}
@inproceedings{DBLP:conf/amfg/LiuM07,
author = {Qingshan Liu and
Dimitris N. Metaxas},
title = {A Unified Framework of Subspace and Distance Metric Learning for Face
Recognition},
booktitle = {{AMFG}},
series = {Lecture Notes in Computer Science},
volume = {4778},
pages = {250--260},
publisher = {Springer},
year = {2007}
}
@inproceedings{DBLP:conf/bmvc/YanWLLM07,
author = {Wang Yan and
Qiqi Wang and
Qingshan Liu and
Hanqing Lu and
Songde Ma},
title = {Topology-Preserved Diffusion Distance for Histogram Comparison},
booktitle = {{BMVC}},
pages = {1--10},
publisher = {British Machine Vision Association},
year = {2007}
}
@inproceedings{DBLP:conf/cvpr/YangLM07,
author = {Peng Yang and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Boosting Coded Dynamic Features for Facial Action Units and Facial
Expression Recognition},
booktitle = {{CVPR}},
publisher = {{IEEE} Computer Society},
year = {2007}
}
@inproceedings{DBLP:conf/iccv/HuangLM07,
author = {Yuchi Huang and
Qingshan Liu and
Dimitris N. Metaxas},
title = {A Component Based Deformable Model for Generalized Face Alignment},
booktitle = {{ICCV}},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2007}
}
@inproceedings{DBLP:conf/icmcs/JingLLLM07,
author = {Jing Liu and
Mingjing Li and
Qingshan Liu and
Hanqing Lu and
Songde Ma},
title = {Image Annotation Refinement using NSC-Based Word Correlation},
booktitle = {{ICME}},
pages = {799--802},
publisher = {{IEEE} Computer Society},
year = {2007}
}
@inproceedings{DBLP:conf/icmcs/WangDLLJ07,
author = {Jinqiao Wang and
Lingyu Duan and
Qingshan Liu and
Hanqing Lu and
Jesse S. Jin},
title = {Robust Commercial Retrieval in Video Streams},
booktitle = {{ICME}},
pages = {260--263},
publisher = {{IEEE} Computer Society},
year = {2007}
}
@inproceedings{DBLP:conf/icmcs/YangLM07,
author = {Peng Yang and
Qingshan Liu and
Dimitris N. Metaxas},
title = {Facial Expression Recognition using Encoded Dynamic Features},
booktitle = {{ICME}},
pages = {1107--1110},
publisher = {{IEEE} Computer Society},
year = {2007}
}
@inproceedings{DBLP:conf/icmcs/ZangLLW07,
author = {Cunxun Zang and
Qingshan Liu and
Hanqing Lu and
Kongqiao Wang},
title = {A New Multimedia Message Customizing Framework for mobile Devices},
booktitle = {{ICME}},
pages = {1043--1046},
publisher = {{IEEE} Computer Society},
year = {2007}
}
@inproceedings{DBLP:conf/ijcnn/LiuW07,
author = {Qingshan Liu and
Jun Wang},
title = {A One-layer Recurrent Neural Network with a Unipolar Hard-limiting
Activation Function for k-Winners-Take-All Operation},
booktitle = {{IJCNN}},
pages = {84--89},
publisher = {{IEEE}},
year = {2007}
}
@inproceedings{DBLP:conf/miccai/ChangZLMHKJY07,
author = {Sukmoon Chang and
Jinghao Zhou and
Qingshan Liu and
Dimitris N. Metaxas and
Bruce G. Haffty and
Sung N. Kim and
Salma J. Jabbour and
Ning J. Yue},
title = {Registration of Lung Tissue Between Fluoroscope and {CT} Images: Determination
of Beam Gating Parameters in Radiotherapy},
booktitle = {{MICCAI} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {4791},
pages = {751--758},
publisher = {Springer},
year = {2007}
}
@inproceedings{DBLP:conf/mmm/WangLDLX07,
author = {Jinqiao Wang and
Qingshan Liu and
Lingyu Duan and
Hanqing Lu and
Changsheng Xu},
title = {Automatic {TV} Logo Detection, Tracking and Removal in Broadcast Video},
booktitle = {{MMM} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {4352},
pages = {63--72},
publisher = {Springer},
year = {2007}
}
@article{DBLP:journals/mcm/LiuC06,
author = {Qingshan Liu and
Jinde Cao},
title = {Improved global exponential stability criteria of cellular neural
networks with time-varying delays},
journal = {Math. Comput. Model.},
volume = {43},
number = {3-4},
pages = {423--432},
year = {2006}
}
@article{DBLP:journals/pr/ChengLLC06,
author = {Jian Cheng and
Qingshan Liu and
Hanqing Lu and
Yen{-}Wei Chen},
title = {Ensemble learning for independent component analysis},
journal = {Pattern Recognit.},
volume = {39},
number = {1},
pages = {81--88},
year = {2006}
}
@article{DBLP:journals/tnn/LiuTLM06,
author = {Qingshan Liu and
Xiaoou Tang and
Hanqing Lu and
Songde Ma},
title = {Face recognition using kernel scatter-difference-based discriminant
analysis},
journal = {{IEEE} Trans. Neural Networks},
volume = {17},
number = {4},
pages = {1081--1085},
year = {2006}
}
@article{DBLP:journals/tvcg/ZhangLGTS06,
author = {Qingshan Zhang and
Zicheng Liu and
Baining Guo and
Demetri Terzopoulos and
Heung{-}Yeung Shum},
title = {Geometry-Driven Photorealistic Facial Expression Synthesis},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {12},
number = {1},
pages = {48--60},
year = {2006}
}
@inproceedings{DBLP:conf/accv/LiLL06,
author = {Zhenglong Li and
Qingshan Liu and
Hanqing Lu},
title = {A Geometric Contour Framework with Vector Field Support},
booktitle = {{ACCV} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {3852},
pages = {214--223},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/accv/LiuJTLM06,
author = {Qingshan Liu and
Hongliang Jin and
Xiaoou Tang and
Hanqing Lu and
Songde Ma},
title = {Boosting Multi-gabor Subspaces for Face Recognition},
booktitle = {{ACCV} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {3851},
pages = {539--548},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/accv/WangWLL06,
author = {Jia Wang and
Haifeng Wang and
Qingshan Liu and
Hanqing Lu},
title = {Automatic Moving Object Segmentation with Accurate Boundaries},
booktitle = {{ACCV} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {3851},
pages = {276--285},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/accv/WangWLL06a,
author = {Jia Wang and
Haifeng Wang and
Qingshan Liu and
Hanqing Lu},
title = {Fast Global Motion Estimation Via Iterative Least-Square Method},
booktitle = {{ACCV} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {3852},
pages = {343--352},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/accv/YanLLM06,
author = {Wang Yan and
Qingshan Liu and
Hanqing Lu and
Songde Ma},
title = {Multiple Similarities Based Kernel Subspace Learning for Image Classification},
booktitle = {{ACCV} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {3852},
pages = {244--253},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/icmcs/LiuLWLM06,
author = {Jing Liu and
Qingshan Liu and
Jinqiao Wang and
Hanqing Lu and
Songde Ma},
title = {Web Image Mining Based on Modeling Concept-Sensitive Salient Regions},
booktitle = {{ICME}},
pages = {505--508},
publisher = {{IEEE} Computer Society},
year = {2006}
}
@inproceedings{DBLP:conf/icmcs/WangWLL06,
author = {Haifeng Wang and
Jia Wang and
Qingshan Liu and
Hanqing Lu},
title = {Fast Progressive Model Refinement Global Motion Estimation Algorithm
with Prediction},
booktitle = {{ICME}},
pages = {125--128},
publisher = {{IEEE} Computer Society},
year = {2006}
}
@inproceedings{DBLP:conf/iconip/LiuW06,
author = {Qingshan Liu and
Jun Wang},
title = {A Recurrent Neural Network for Non-smooth Convex Programming Subject
to Linear Equality and Bound Constraints},
booktitle = {{ICONIP} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {4233},
pages = {1004--1013},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/icpr/LiLL06,
author = {Zhenglong Li and
Qingshan Liu and
Hanqing Lu},
title = {A Geometric Active Contour Framework using Multi-Cue and Local Feature},
booktitle = {{ICPR} {(2)}},
pages = {113--116},
publisher = {{IEEE} Computer Society},
year = {2006}
}
@inproceedings{DBLP:conf/icpr/LiuYLM06,
author = {Qingshan Liu and
Wang Yan and
Hanqing Lu and
Songde Ma},
title = {Occlusion Robust Face Recognition with Dynamic Similarity Features},
booktitle = {{ICPR} {(3)}},
pages = {544--547},
publisher = {{IEEE} Computer Society},
year = {2006}
}
@inproceedings{DBLP:conf/isnn/LiuWC06,
author = {Qingshan Liu and
Jun Wang and
Jinde Cao},
title = {A Delayed Lagrangian Network for Solving Quadratic Programming Problems
with Equality Constraints},
booktitle = {{ISNN} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {3971},
pages = {369--378},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/kes/YanLLM06,
author = {Wang Yan and
Qingshan Liu and
Hanqing Lu and
Songde Ma},
title = {Dynamic Similarity Kernel for Visual Recognition},
booktitle = {{KES} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {4252},
pages = {47--54},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/mir/LiuLMLL06,
author = {Jing Liu and
Mingjing Li and
Wei{-}Ying Ma and
Qingshan Liu and
Hanqing Lu},
title = {An adaptive graph model for automatic image annotation},
booktitle = {Multimedia Information Retrieval},
pages = {61--70},
publisher = {{ACM}},
year = {2006}
}
@inproceedings{DBLP:conf/mobimedia/ZangLTL06,
author = {Cunxun Zang and
Qingshan Liu and
Xiaofeng Tong and
Hanqing Lu},
title = {A framework for providing adaptive sports video to mobile devices},
booktitle = {MobiMedia},
series = {{ACM} International Conference Proceeding Series},
volume = {324},
pages = {37},
publisher = {{ACM}},
year = {2006}
}
@article{DBLP:journals/ijmmsc/LanzheQ05,
author = {Liu Lanzhe and
Tong Qingshan},
title = {Continuity for maximal commutator of Bochner-Riesz operators on some
weighted Hardy spaces},
journal = {Int. J. Math. Math. Sci.},
volume = {2005},
number = {2},
pages = {195--201},
year = {2005}
}
@article{DBLP:journals/ijon/ChengLLC05,
author = {Jian Cheng and
Qingshan Liu and
Hanqing Lu and
Yen{-}Wei Chen},
title = {Supervised kernel locality preserving projections for face recognition},
journal = {Neurocomputing},
volume = {67},
pages = {443--449},
year = {2005}
}
@article{DBLP:journals/tnn/LiuCX05,
author = {Qingshan Liu and
Jinde Cao and
Youshen Xia},
title = {A delayed neural network for solving linear projection equations and
its analysis},
journal = {{IEEE} Trans. Neural Networks},
volume = {16},
number = {4},
pages = {834--843},
year = {2005}
}
@inproceedings{DBLP:conf/cvpr/LiuTJLM05,
author = {Qingshan Liu and
Xiaoou Tang and
Hongliang Jin and
Hanqing Lu and
Songde Ma},
title = {A Nonlinear Approach for Face Sketch Synthesis and Recognition},
booktitle = {{CVPR} {(1)}},
pages = {1005--1010},
publisher = {{IEEE} Computer Society},
year = {2005}
}
@inproceedings{DBLP:conf/icmcs/JinLTL05,
author = {Hongliang Jin and
Qingshan Liu and
Xiaoou Tang and
Hanqing Lu},
title = {Learning Local Descriptors for Face Detection},
booktitle = {{ICME}},
pages = {928--931},
publisher = {{IEEE} Computer Society},
year = {2005}
}
@inproceedings{DBLP:conf/mhci/HuaWXLLM05,
author = {Zhigang Hua and
Xiang{-}Jun Wang and
Xing Xie and
Qingshan Liu and
Hanqing Lu and
Wei{-}Ying Ma},
title = {{AIRE:} an ambient interactive and responsive environment for mobile
image management},
booktitle = {Mobile {HCI}},
pages = {343--344},
publisher = {{ACM}},
year = {2005}
}
@inproceedings{DBLP:conf/mir/TongLDLXT05,
author = {Xiaofeng Tong and
Qingshan Liu and
Lingyu Duan and
Hanqing Lu and
Changsheng Xu and
Qi Tian},
title = {A unified framework for semantic shot representation of sports video},
booktitle = {Multimedia Information Retrieval},
pages = {127--134},
publisher = {{ACM}},
year = {2005}
}
@inproceedings{DBLP:conf/mm/HuaWLL05,
author = {Zhigang Hua and
Xiang{-}Jun Wang and
Qingshan Liu and
Hanqing Lu},
title = {Semantic knowledge extraction and annotation for web images},
booktitle = {{ACM} Multimedia},
pages = {467--470},
publisher = {{ACM}},
year = {2005}
}
@inproceedings{DBLP:conf/mm/LiuHZTL05,
author = {Qingshan Liu and
Zhigang Hua and
Cunxun Zang and
Xiaofeng Tong and
Hanqing Lu},
title = {Providing on-demand sports video to mobile devices},
booktitle = {{ACM} Multimedia},
pages = {347--350},
publisher = {{ACM}},
year = {2005}
}
@inproceedings{DBLP:conf/mm/TongLZL05,
author = {Xiaofeng Tong and
Qingshan Liu and
Yifan Zhang and
Hanqing Lu},
title = {Highlight ranking for sports video browsing},
booktitle = {{ACM} Multimedia},
pages = {519--522},
publisher = {{ACM}},
year = {2005}
}
@inproceedings{DBLP:conf/mva/WangLL05,
author = {Jia Wang and
Hanqing Lu and
Qingshan Liu},
title = {Fast Global Motion Estimation via Modified {ILSE} Method},
booktitle = {{MVA}},
pages = {448--451},
year = {2005}
}
@article{DBLP:journals/tcsv/LiuLM04,
author = {Qingshan Liu and
Hanqing Lu and
Songde Ma},
title = {Improving kernel Fisher discriminant analysis for face recognition},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {14},
number = {1},
pages = {42--49},
year = {2004}
}
@inproceedings{DBLP:conf/fgr/JinLL04,
author = {Hongliang Jin and
Qingshan Liu and
Hanqing Lu},
title = {Face Detection Using One-Class-Based Support Vectors},
booktitle = {{FGR}},
pages = {457--462},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@inproceedings{DBLP:conf/fgr/LiuCLM04,
author = {Qingshan Liu and
Jian Cheng and
Hanqing Lu and
Songde Ma},
title = {Modeling Face Appearance With Nonlinear Independent Component Analysis},
booktitle = {{FGR}},
pages = {761--766},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@inproceedings{DBLP:conf/icig/JinLLT04,
author = {Hongliang Jin and
Qingshan Liu and
Hanqing Lu and
Xiaofeng Tong},
title = {Face detection using improved {LBP} under Bayesian framework},
booktitle = {{ICIG}},
pages = {306--309},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@inproceedings{DBLP:conf/icig/LiuLL04,
author = {Feng Liu and
Qingshan Liu and
Hanqing Lu},
title = {Robust color-based tracking},
booktitle = {{ICIG}},
pages = {132--135},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@inproceedings{DBLP:conf/icig/TongLLJ04,
author = {Xiaofeng Tong and
Hanqing Lu and
Qingshan Liu and
Hongliang Jin},
title = {Replay detection in broadcasting sports video},
booktitle = {{ICIG}},
pages = {337--340},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@inproceedings{DBLP:conf/icip/ChengLLC04,
author = {Jian Cheng and
Qingshan Liu and
Hanqing Lu and
Yen{-}Wei Chen},
title = {A supervised nonlinear local embedding for face recognition},
booktitle = {{ICIP}},
pages = {83--86},
publisher = {{IEEE}},
year = {2004}
}
@inproceedings{DBLP:conf/icip/TongLL04,
author = {Xiaofeng Tong and
Qingshan Liu and
Hanqing Lu},
title = {Semantic units based events detection in soccer videos},
booktitle = {{ICIP}},
pages = {1621--1624},
publisher = {{IEEE}},
year = {2004}
}
@inproceedings{DBLP:conf/icip/WangLL04,
author = {Jia Wang and
Hanqing Lu and
Qingshan Liu},
title = {Feature space analysis using low-order tensor voting},
booktitle = {{ICIP}},
pages = {2681--2684},
publisher = {{IEEE}},
year = {2004}
}
@inproceedings{DBLP:conf/icmcs/TongLL04,
author = {Xiao{-}Feng Tong and
Han{-}Qing Lu and
Qingshan Liu},
title = {A three-layer event detection framework and its application in soccer
video},
booktitle = {{ICME}},
pages = {1551--1554},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@inproceedings{DBLP:conf/icpr/ChengLLC04,
author = {Jian Cheng and
Qingshan Liu and
Hanqing Lu and
Yen{-}Wei Chen},
title = {Texture Classification Using Kernel Independent Component Analysi},
booktitle = {{ICPR} {(1)}},
pages = {620--623},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@inproceedings{DBLP:conf/icpr/LiuCLM04,
author = {Qingshan Liu and
Jian Cheng and
Hanqing Lu and
Songde Ma},
title = {Distance Based Kernel {PCA} Image Reconstruction},
booktitle = {{ICPR} {(3)}},
pages = {670--673},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@inproceedings{DBLP:conf/icpr/LiuTLM04,
author = {Qingshan Liu and
Xiaoou Tang and
Hanqing Lu and
Songde Ma},
title = {Kernel Scatter-Difference Based Discriminant Analysis For Face Recognition},
booktitle = {{ICPR} {(2)}},
pages = {419--422},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@inproceedings{DBLP:conf/icpr/TongLL04,
author = {Xiao{-}Feng Tong and
Han{-}Qing Lu and
Qingshan Liu},
title = {An Effective and Fast Soccer Ball Detection and Tracking Method},
booktitle = {{ICPR} {(4)}},
pages = {795--798},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@inproceedings{DBLP:conf/icpr/WangLL04,
author = {Jia Wang and
Hanqing Lu and
Qingshan Liu},
title = {Tensor Voting Toward Feature Space Analysis},
booktitle = {{ICPR} {(3)}},
pages = {462--465},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@inproceedings{DBLP:conf/kes/ChengLLC04,
author = {Jian Cheng and
Qingshan Liu and
Hanqing Lu and
Yen{-}Wei Chen},
title = {Random Independent Subspace for Face Recognition},
booktitle = {{KES}},
series = {Lecture Notes in Computer Science},
volume = {3214},
pages = {352--358},
publisher = {Springer},
year = {2004}
}
@inproceedings{DBLP:conf/kes/LiuCLM04,
author = {Qingshan Liu and
Jian Cheng and
Hanqing Lu and
Songde Ma},
title = {Improving {ICA} Performance for Modeling Image Appearance with the
Kernel Trick},
booktitle = {{KES}},
series = {Lecture Notes in Computer Science},
volume = {3214},
pages = {344--351},
publisher = {Springer},
year = {2004}
}
@article{DBLP:journals/jcst/LiuHLM03,
author = {Qingshan Liu and
Rui Huang and
Hanqing Lu and
Songde Ma},
title = {Kernel-Based Nonlinear Discriminant Analysis for Face Recognition},
journal = {J. Comput. Sci. Technol.},
volume = {18},
number = {6},
pages = {788--795},
year = {2003}
}
@inproceedings{DBLP:conf/sca/ZhangLGS03,
author = {Qingshan Zhang and
Zicheng Liu and
Baining Guo and
Harry Shum},
title = {Geometry-driven photorealistic facial expression synthesis},
booktitle = {Symposium on Computer Animation},
pages = {177--186},
publisher = {The Eurographics Association},
year = {2003}
}
@article{DBLP:journals/jcst/LiuML02,
author = {Qingshan Liu and
Songde Ma and
Hanqing Lu},
title = {Head Tracking Using Shapes and Adaptive Color Histograms},
journal = {J. Comput. Sci. Technol.},
volume = {17},
number = {6},
pages = {859--864},
year = {2002}
}
@inproceedings{DBLP:conf/fgr/LiuHLM02,
author = {Qingshan Liu and
Rui Huang and
Hanqing Lu and
Songde Ma},
title = {Face Recognition Using Kernel Based Fisher Discriminant Analysis},
booktitle = {{FGR}},
pages = {197--201},
publisher = {{IEEE} Computer Society},
year = {2002}
}
@inproceedings{DBLP:conf/icpr/HuangLLM02,
author = {Rui Huang and
Qingshan Liu and
Hanqing Lu and
Songde Ma},
title = {Solving the Small Sample Size Problem of {LDA}},
booktitle = {{ICPR} {(3)}},
pages = {29--32},
publisher = {{IEEE} Computer Society},
year = {2002}
}
@inproceedings{DBLP:conf/icpr/LiuHLM02,
author = {Qingshan Liu and
Rui Huang and
Hanqing Lu and
Songde Ma},
title = {Kernel-Based Optimized Feature Vectors Selection and Discriminant
Analysis for Face Recognition},
booktitle = {{ICPR} {(2)}},
pages = {362--365},
publisher = {{IEEE} Computer Society},
year = {2002}
}
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