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2020 – today
- 2024
- [j183]Xiande Wu, Jie Feng
, Ronghua Shang, Jinjian Wu, Xiangrong Zhang, Licheng Jiao, Paolo Gamba:
Multi-task multi-objective evolutionary network for hyperspectral image classification and pansharpening. Inf. Fusion 108: 102383 (2024) - [j182]Jie Feng
, Qiyang Gao, Ronghua Shang, Xianghai Cao, Gaiqin Bai, Xiangrong Zhang, Licheng Jiao:
Multi-agent deep reinforcement learning for hyperspectral band selection with hybrid teacher guide. Knowl. Based Syst. 299: 112044 (2024) - [j181]Yunpeng Li, Xiangrong Zhang, Xina Cheng, Xu Tang, Licheng Jiao
:
Learning consensus-aware semantic knowledge for remote sensing image captioning. Pattern Recognit. 145: 109893 (2024) - [j180]Xiangrong Zhang, Zitong Liu, Xianhao Zhang, Tianzhu Liu:
A Multi-Hyperspectral Image Collaborative Mapping Model Based on Adaptive Learning for Fine Classification. Remote. Sens. 16(8): 1384 (2024) - [j179]Peng Zhu, Xiangrong Zhang
, Xiao Han, Xina Cheng
, Jing Gu, Puhua Chen
, Licheng Jiao:
Cross-Domain Classification Based on Frequency Component Adaptation for Remote Sensing Images. Remote. Sens. 16(12): 2134 (2024) - [j178]Yujia Fu
, Xiangrong Zhang, Mingyang Wang:
DSHNet: A Semantic Segmentation Model of Remote Sensing Images Based on Dual Stream Hybrid Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 4164-4175 (2024) - [j177]Xiangrong Zhang
, Baisen Liu
:
Open-Set Cross-Domain Hyperspectral Image Classification Based on Manifold Mapping Alignment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 6241-6252 (2024) - [j176]Puhua Chen
, Yu Qiu
, Lei Guo
, Xiangrong Zhang
, Fang Liu
, Licheng Jiao
, Lingling Li
:
Cross-Scene Classification of Remote Sensing Images Based on General-Specific Prototype Contrastive Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 7986-8002 (2024) - [j175]Puhua Chen
, Lu Wang
, Lei Guo
, Xu Liu
, Xiangrong Zhang
, Licheng Jiao
, Fang Liu
:
Satellite Videos Object Tracking Based on Enhanced Correlation Filter With Motion Prediction Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 12123-12137 (2024) - [j174]Jie Feng
, Ziyu Zhou
, Ronghua Shang
, Jinjian Wu
, Tianshu Zhang
, Xiangrong Zhang
, Licheng Jiao
:
Class-Aligned and Class-Balancing Generative Domain Adaptation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j173]Bin Guo
, Tianzhu Liu
, Xiangrong Zhang
, Yanfeng Gu
:
Few-Shot Multispectral-Hyperspectral Image Collaborative Classification With Feature Distribution Enhancement and Subdomain Alignment. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j172]Jingjing Ma, JunYi Duan
, Xu Tang
, Xiangrong Zhang
, Licheng Jiao
:
EATDer: Edge-Assisted Adaptive Transformer Detector for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j171]Jingjing Ma, Yizhou Zou, Xu Tang
, Xiangrong Zhang
, Fang Liu
, Licheng Jiao
:
Spatial Pooling Transformer Network and Noise-Tolerant Learning for Noisy Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [j170]Xu Tang, Yizhou Zou, Jingjing Ma, Xiangrong Zhang, Fang Liu, Licheng Jiao:
Multiple Information Collaborative Fusion Network for Joint Classification of Hyperspectral and LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j169]Yuqun Yang, Xu Tang
, Jingjing Ma, Xiangrong Zhang
, Shiji Pei, Licheng Jiao
:
ECPS: Cross Pseudo Supervision Based on Ensemble Learning for Semi-Supervised Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j168]Yuqun Yang, Xu Tang
, Xiangrong Zhang
, Jingjing Ma, Yiu-Ming Cheung
, Licheng Jiao
:
FDLdet: A Change Detector Based on Forward Dictionary Learning for Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j167]Xiangrong Zhang
, Zhenhang Weng
, Peng Zhu
, Xiao Han, Jin Zhu, Licheng Jiao
:
ESDINet: Efficient Shallow-Deep Interaction Network for Semantic Segmentation of High-Resolution Aerial Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j166]Tianyang Zhang
, Xiangrong Zhang
, Xiaoqian Zhu, Guanchun Wang
, Xiao Han, Xu Tang
, Licheng Jiao
:
Multistage Enhancement Network for Tiny Object Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j165]Mengkun Liu
, Licheng Jiao
, Xu Liu
, Lingling Li
, Fang Liu
, Shuyuan Yang
, Xiangrong Zhang
:
Bio-Inspired Multi-Scale Contourlet Attention Networks. IEEE Trans. Multim. 26: 2824-2837 (2024) - [j164]Fang Liu
, Xiaoxue Qian
, Licheng Jiao
, Xiangrong Zhang
, Lingling Li
, Yuanhao Cui
:
Contrastive Learning-Based Dual Dynamic GCN for SAR Image Scene Classification. IEEE Trans. Neural Networks Learn. Syst. 35(1): 390-404 (2024) - [j163]Yuqun Yang, Xu Tang
, Xiangrong Zhang
, Jingjing Ma, Fang Liu
, Xiuping Jia
, Licheng Jiao
:
Semi-Supervised Multiscale Dynamic Graph Convolution Network for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6806-6820 (2024) - [j162]Ning Huyan
, Xiangrong Zhang
, Dou Quan
, Jocelyn Chanussot
, Licheng Jiao
:
AUD-Net: A Unified Deep Detector for Multiple Hyperspectral Image Anomaly Detection via Relation and Few-Shot Learning. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6835-6849 (2024) - [i14]Guanchun Wang, Xiangrong Zhang, Zelin Peng, Tianyang Zhang, Xiuping Jia, Licheng Jiao:
S2Mamba: A Spatial-spectral State Space Model for Hyperspectral Image Classification. CoRR abs/2404.18213 (2024) - 2023
- [j161]Yao Yao, Yang Chen, Shuiping Gou, Shuzhe Chen, Xiangrong Zhang, Nuo Tong:
Auto-segmentation of pancreatic tumor in multi-modal image using transferred DSMask R-CNN network. Biomed. Signal Process. Control. 83: 104583 (2023) - [j160]Jingjing Ma, Desheng Li, Xu Tang
, Yuqun Yang, Xiangrong Zhang
, Licheng Jiao
:
Unsupervised SAR Image Change Detection Based on Feature Fusion of Information Transfer. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j159]Zeyu Gao
, Bangyang Hong, Yang Li
, Xianli Zhang, Jialun Wu, Chunbao Wang, Xiangrong Zhang, Tieliang Gong, Yefeng Zheng
, Deyu Meng, Chen Li:
A semi-supervised multi-task learning framework for cancer classification with weak annotation in whole-slide images. Medical Image Anal. 83: 102652 (2023) - [j158]Xiaoxue Qian, Fang Liu, Licheng Jiao
, Xiangrong Zhang, Xinyan Huang, Shuo Li, Puhua Chen, Xu Liu:
Knowledge transfer evolutionary search for lightweight neural architecture with dynamic inference. Pattern Recognit. 143: 109790 (2023) - [j157]Xiangrong Zhang
, Yunpeng Li, Xin Wang, Feixiang Liu, Zhaoji Wu, Xina Cheng
, Licheng Jiao
:
Multi-Source Interactive Stair Attention for Remote Sensing Image Captioning. Remote. Sens. 15(3): 579 (2023) - [j156]Jingyan Zhang
, Xiangrong Zhang
, Licheng Jiao
:
Dual-View Hyperspectral Anomaly Detection via Spatial Consistency and Spectral Unmixing. Remote. Sens. 15(13): 3330 (2023) - [j155]Jingjing Ma, Shiji Pei, Yuqun Yang, Xu Tang
, Xiangrong Zhang
:
MTGL40-5: A Multi-Temporal Dataset for Remote Sensing Image Geo-Localization. Remote. Sens. 15(17): 4229 (2023) - [j154]Xu Tang
, Ruiqi Du, Jingjing Ma, Xiangrong Zhang
:
Noisy Remote Sensing Scene Classification via Progressive Learning Based on Multiscale Information Exploration. Remote. Sens. 15(24): 5706 (2023) - [j153]Licheng Jiao
, Xin Zhang
, Xu Liu
, Fang Liu
, Shuyuan Yang
, Wenping Ma
, Lingling Li
, Puhua Chen
, Zhixi Feng
, Yuwei Guo
, Xu Tang
, Biao Hou
, Xiangrong Zhang
, Jing Bai
, Dou Quan
, Junpeng Zhang
:
Transformer Meets Remote Sensing Video Detection and Tracking: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 1-45 (2023) - [j152]Licheng Jiao
, Zhongjian Huang
, Xu Liu
, Yuting Yang
, Mengru Ma
, Jiaxuan Zhao
, Chao You
, Biao Hou, Shuyuan Yang
, Fang Liu
, Wenping Ma
, Lingling Li
, Puhua Chen
, Zhixi Feng
, Xu Tang
, Yuwei Guo
, Xiangrong Zhang
, Dou Quan
, Shuang Wang
, Weibin Li
, Jing Bai
, Yangyang Li
, Ronghua Shang
, Jie Feng:
Brain-Inspired Remote Sensing Interpretation: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 2992-3033 (2023) - [j151]Licheng Jiao
, Zhongjian Huang
, Xiaoqiang Lu
, Xu Liu
, Yuting Yang
, Jiaxuan Zhao
, Jinyue Zhang
, Biao Hou
, Shuyuan Yang
, Fang Liu
, Wenping Ma
, Lingling Li
, Xiangrong Zhang
, Puhua Chen
, Zhixi Feng
, Xu Tang
, Yuwei Guo
, Dou Quan
, Shuang Wang
, Weibin Li
, Jing Bai
, Yangyang Li
, Ronghua Shang
, Jie Feng
:
Brain-Inspired Remote Sensing Foundation Models and Open Problems: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 10084-10120 (2023) - [j150]Lei Tong
, Zhihua Liu
, Zheheng Jiang
, Feixiang Zhou
, Long Chen
, Jialin Lyu, Xiangrong Zhang
, Qianni Zhang
, Abdul Hamid Sadka, Yinhai Wang
, Ling Li
, Huiyu Zhou
:
Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter. IEEE Trans. Affect. Comput. 14(3): 1898-1911 (2023) - [j149]Xiaotong Li
, Licheng Jiao
, Hao Zhu
, Fang Liu
, Shuyuan Yang
, Xiangrong Zhang
, Shuang Wang
, Rong Qu
:
A Collaborative Learning Tracking Network for Remote Sensing Videos. IEEE Trans. Cybern. 53(3): 1954-1967 (2023) - [j148]Likun Chen, Yanfeng Gu
, Xian Li
, Xiangrong Zhang
, Baisen Liu:
A Normalized Spatial-Spectral Supervoxel Segmentation Method for Multispectral Point Cloud Data. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023) - [j147]Zhe Dong
, Guoming Gao
, Tianzhu Liu
, Yanfeng Gu
, Xiangrong Zhang
:
Distilling Segmenters From CNNs and Transformers for Remote Sensing Images' Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j146]Jie Feng
, Gaiqin Bai, Di Li, Xiangrong Zhang
, Ronghua Shang
, Licheng Jiao
:
MR-Selection: A Meta-Reinforcement Learning Approach for Zero-Shot Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 61: 1-20 (2023) - [j145]Jie Feng
, Zizhuo Gao, Ronghua Shang
, Xiangrong Zhang
, Licheng Jiao
:
Multi-Complementary Generative Adversarial Networks With Contrastive Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j144]Xueli Geng
, Licheng Jiao
, Lingling Li
, Fang Liu
, Xu Liu
, Shuyuan Yang
, Xiangrong Zhang
:
Multisource Joint Representation Learning Fusion Classification for Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j143]Yuping Liang
, Jie Feng
, Xiangrong Zhang
, Junpeng Zhang
, Licheng Jiao
:
MidNet: An Anchor-and-Angle-Free Detector for Oriented Ship Detection in Aerial Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j142]Jingjing Ma, Weiquan Lin, Xu Tang
, Xiangrong Zhang
, Fang Liu, Licheng Jiao
:
Multipretext-Task Prototypes Guided Dynamic Contrastive Learning Network for Few-Shot Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j141]Xu Tang
, Yijing Wang
, Jingjing Ma, Xiangrong Zhang
, Fang Liu
, Licheng Jiao
:
Interacting-Enhancing Feature Transformer for Cross-Modal Remote-Sensing Image and Text Retrieval. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j140]Xu Tang
, Tianxiang Zhang, Jingjing Ma, Xiangrong Zhang
, Fang Liu, Licheng Jiao
:
WNet: W-Shaped Hierarchical Network for Remote-Sensing Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j139]Guanchun Wang
, Xiangrong Zhang
, Peng Zhu
, Xu Tang
, Puhua Chen
, Licheng Jiao
, Huiyu Zhou
:
High-Quality Angle Prediction for Oriented Object Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j138]Xiaopeng Zeng
, Tengfei Wang
, Zhe Dong
, Xiangrong Zhang
, Yanfeng Gu
:
Superpixel Consistency Saliency Map Generation for Weakly Supervised Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j137]Xiangrong Zhang
, Xiyu Fan
, Guanchun Wang
, Puhua Chen
, Xu Tang
, Licheng Jiao
:
MFGNet: Multibranch Feature Generation Networks for Few-Shot Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j136]Xiangrong Zhang
, Shunli Tian
, Guanchun Wang
, Xu Tang
, Jie Feng
, Licheng Jiao
:
CAST: A Cascade Spectral-Aware Transformer for Hyperspectral Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j135]Jinyue Zhang
, Xiangrong Zhang
, Zhongjian Huang
, Xina Cheng, Jie Feng, Licheng Jiao
:
Bidirectional Multiple Object Tracking Based on Trajectory Criteria in Satellite Videos. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j134]Xiangrong Zhang
, Qi Zhen
, Zhenyu Li
, Xiao Han, Puhua Chen
, Xu Tang
, Licheng Jiao
:
Spectral-Spatial Distribution Consistent Network Based on Meta-Learning for Cross-Domain Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j133]Xiaoqian Zhu, Xiangrong Zhang
, Tianyang Zhang
, Xu Tang
, Puhua Chen
, Huiyu Zhou
, Licheng Jiao
:
Semantics and Contour Based Interactive Learning Network for Building Footprint Extraction. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j132]Yuqun Yang, Xu Tang
, Yiu-Ming Cheung
, Xiangrong Zhang
, Licheng Jiao
:
SAGN: Semantic-Aware Graph Network for Remote Sensing Scene Classification. IEEE Trans. Image Process. 32: 1011-1025 (2023) - [j131]Jie Feng
, Yuping Liang, Xiangrong Zhang
, Junpeng Zhang
, Licheng Jiao
:
SDANet: Semantic-Embedded Density Adaptive Network for Moving Vehicle Detection in Satellite Videos. IEEE Trans. Image Process. 32: 1788-1801 (2023) - [j130]Zheheng Jiang
, Zhihua Liu
, Long Chen
, Lei Tong
, Xiangrong Zhang
, Xiangyuan Lan
, Danny Crookes
, Ming-Hsuan Yang
, Huiyu Zhou
:
Detecting and Tracking of Multiple Mice Using Part Proposal Networks. IEEE Trans. Neural Networks Learn. Syst. 34(12): 9806-9820 (2023) - [c99]Fanghan Yang, Xiangrong Zhang, Peng Zhu, Zhenhang Weng, Puhua Chen:
Global-Local Representation Coupling Network for Remote Sensing Image Change Detection. IGARSS 2023: 5519-5522 - [c98]Xiaoyu Zhu, Jie Li, Jie Feng, Quanpeng Jiang, Xiangrong Zhang, Licheng Jiao:
3D-Mglnet: Moving Vehicle Detection in Satellite Videos with 3D Motion-Guided Lightweight Network. IGARSS 2023: 6478-6481 - [c97]Shunli Tian, Xiangrong Zhang, Guanchun Wang, Xiao Han, Puhua Chen, Xina Cheng:
CTACL:Hyperspectral Image Change Detection Based on Adaptive Contrastive Learning. IGARSS 2023: 7340-7343 - [c96]Tianshu Zhang, Jie Feng, Ziyu Zhou, Xiangrong Zhang, Licheng Jiao:
Domain Adversarial Debiased Self-Training for Hyperspectral Image Classification. IGARSS 2023: 7637-7640 - [i13]Yuqun Yang, Xu Tang, Xiangrong Zhang, Jingjing Ma, Licheng Jiao:
SoftMatch Distance: A Novel Distance for Weakly-Supervised Trend Change Detection in Bi-Temporal Images. CoRR abs/2303.04737 (2023) - [i12]Xiangrong Zhang, Shunli Tian, Guanchun Wang, Huiyu Zhou, Licheng Jiao:
DiffUCD: Unsupervised Hyperspectral Image Change Detection with Semantic Correlation Diffusion Model. CoRR abs/2305.12410 (2023) - [i11]Xiangrong Zhang, Tianyang Zhang, Guanchun Wang, Peng Zhu, Xu Tang, Xiuping Jia, Licheng Jiao:
Remote Sensing Object Detection Meets Deep Learning: A Meta-review of Challenges and Advances. CoRR abs/2309.06751 (2023) - 2022
- [j129]Xiande Wu, Jie Feng
, Ronghua Shang, Xiangrong Zhang, Licheng Jiao
:
CMNet: Classification-oriented multi-task network for hyperspectral pansharpening. Knowl. Based Syst. 256: 109878 (2022) - [j128]Xiaoxiao Ma
, Xiangrong Zhang
, Ning Huyan
, Jing Gu
, Xu Tang
, Licheng Jiao
:
Background Representation Learning With Structural Constraint for Hyperspectral Anomaly Detection. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j127]Yuhua Wang
, Yaxin Hu
, Yuezhu Xu, Peiyuan Jiao
, Xiangrong Zhang, Huanyu Cui:
Context Residual Attention Network for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j126]Jingyi Ding, Ruohui Cheng, Jian Song, Xiangrong Zhang, Licheng Jiao
, Jianshe Wu:
Graph label prediction based on local structure characteristics representation. Pattern Recognit. 125: 108525 (2022) - [j125]Jingjing Ma, Duanpeng Shi, Xu Tang
, Xiangrong Zhang
, Licheng Jiao
:
Dual Modality Collaborative Learning for Cross-Source Remote Sensing Retrieval. Remote. Sens. 14(6): 1319 (2022) - [j124]Xiangrong Zhang
, Ling He
, A. Kai Qin, Qi Dang, Hongjie Si, Xu Tang
, Licheng Jiao
:
SMD-Net: Siamese Multi-Scale Difference-Enhancement Network for Change Detection in Remote Sensing. Remote. Sens. 14(7): 1580 (2022) - [j123]Jingjing Ma, Mingteng Li, Xu Tang
, Xiangrong Zhang
, Fang Liu, Licheng Jiao
:
Homo-Heterogenous Transformer Learning Framework for RS Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2223-2239 (2022) - [j122]Yujia Fu
, Xiangrong Zhang
, Mingyang Wang
:
Super-Resolution Reconstruction of Remote Sensing Images Using Generative Adversarial Network With Shallow Information Enhancement. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 8529-8540 (2022) - [j121]Ronghua Shang
, Weitong Zhang
, Licheng Jiao
, Xiangrong Zhang
, Rustam Stolkin
:
Dynamic Immunization Node Model for Complex Networks Based on Community Structure and Threshold. IEEE Trans. Cybern. 52(3): 1539-1552 (2022) - [j120]Tianyang Zhang
, Xiangrong Zhang
, Peng Zhu
, Xu Tang
, Chen Li, Licheng Jiao
, Huiyu Zhou:
Semantic Attention and Scale Complementary Network for Instance Segmentation in Remote Sensing Images. IEEE Trans. Cybern. 52(10): 10999-11013 (2022) - [j119]Jie Feng
, Di Li, Jing Gu
, Xianghai Cao
, Ronghua Shang
, Xiangrong Zhang
, Licheng Jiao
:
Deep Reinforcement Learning for Semisupervised Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j118]Jie Feng
, Ning Zhao, Ronghua Shang
, Xiangrong Zhang
, Licheng Jiao
:
Self-Supervised Divide-and-Conquer Generative Adversarial Network for Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j117]Guoming Gao
, Baisen Liu, Xiangrong Zhang, Xudong Jin
, Yanfeng Gu
:
Multitemporal Intrinsic Image Decomposition With Temporal-Spatial Energy Constraints for Remote Sensing Image Analysis. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j116]Ning Huyan
, Xiangrong Zhang
, Dou Quan
, Jocelyn Chanussot
, Licheng Jiao
:
Cluster-Memory Augmented Deep Autoencoder via Optimal Transportation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j115]Yunpeng Li, Xiangrong Zhang
, Jing Gu
, Chen Li, Xin Wang, Xu Tang
, Licheng Jiao
:
Recurrent Attention and Semantic Gate for Remote Sensing Image Captioning. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j114]Fang Liu
, Jingya Wang
, Xu Tang
, Jia Liu
, Xiangrong Zhang
, Liang Xiao:
Adaptive Graph Convolutional Network for PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j113]Xiaoxue Qian
, Fang Liu
, Licheng Jiao
, Xiangrong Zhang
, Puhua Chen
, Lingling Li
, Jing Gu
, Yuanhao Cui
:
A Hybrid Network With Structural Constraints for SAR Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j112]Xu Tang
, Weiquan Lin, Jingjing Ma, Xiangrong Zhang
, Fang Liu
, Licheng Jiao
:
Class-Level Prototype Guided Multiscale Feature Learning for Remote Sensing Scene Classification With Limited Labels. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j111]Xu Tang
, Mingteng Li
, Jingjing Ma, Xiangrong Zhang
, Fang Liu, Licheng Jiao
:
EMTCAL: Efficient Multiscale Transformer and Cross-Level Attention Learning for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j110]Xu Tang
, Yuqun Yang, Jingjing Ma, Yiu-Ming Cheung
, Chao Liu
, Fang Liu
, Xiangrong Zhang
, Licheng Jiao
:
Meta-Hashing for Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j109]Xu Tang
, Huayu Zhang, Lichao Mou
, Fang Liu
, Xiangrong Zhang
, Xiao Xiang Zhu
, Licheng Jiao
:
An Unsupervised Remote Sensing Change Detection Method Based on Multiscale Graph Convolutional Network and Metric Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j108]Jianing Wang
, Siying Guo, Runhu Huang, Linhao Li, Xiangrong Zhang
, Licheng Jiao
:
Dual-Channel Capsule Generation Adversarial Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j107]Xiande Wu, Jie Feng
, Ronghua Shang
, Xiangrong Zhang
, Licheng Jiao
:
Multiobjective Guided Divide-and-Conquer Network for Hyperspectral Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j106]Yuqun Yang, Xu Tang
, Yiu-Ming Cheung
, Xiangrong Zhang
, Fang Liu
, Jingjing Ma, Licheng Jiao
:
AR2Det: An Accurate and Real-Time Rotational One-Stage Ship Detector in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j105]Xiangrong Zhang
, Shutong Chen
, Peng Zhu
, Xu Tang
, Jie Feng
, Licheng Jiao
:
Spatial Pooling Graph Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j104]Xiangrong Zhang
, Zhenyu Li, Tianyang Zhang
, Fengsheng Liu, Xu Tang
, Puhua Chen
, Licheng Jiao
:
Remote Sensing Image Super-Resolution via Dual-Resolution Network Based on Connected Attention Mechanism. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j103]Xiangrong Zhang
, Shouwang Shang, Xu Tang
, Jie Feng
, Licheng Jiao
:
Spectral Partitioning Residual Network With Spatial Attention Mechanism for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j102]Tianyang Zhang
, Xiangrong Zhang
, Peng Zhu
, Puhua Chen
, Xu Tang
, Chen Li, Licheng Jiao
:
Foreground Refinement Network for Rotated Object Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j101]Ning Huyan
, Dou Quan
, Xiangrong Zhang
, Xuefeng Liang
, Jocelyn Chanussot
, Licheng Jiao
:
Unsupervised Outlier Detection Using Memory and Contrastive Learning. IEEE Trans. Image Process. 31: 6440-6454 (2022) - [c95]Yanjun Cao, Yuan Wang, Jingjing Guo, Li Han, Chao Zhang, Jin Zhu, Tianyang Zhang, Xiangrong Zhang:
Fast Node Selection of Networked Radar Based on Transfer Reinforcement Learning. IFIP TC12 ICIS 2022: 56-67 - [c94]Weiquan Lin, Jingjing Ma, Xu Tang, Xiangrong Zhang, Licheng Jiao:
RSMatch: Semi-supervised Learning with Adaptive Category-Related Pseudo Labeling for Remote Sensing Scene Classification. IFIP TC12 ICIS 2022: 220-227 - [c93]Quanpeng Jiang, Jie Feng, Yuping Liang, Ziyu Zhou, Xiangrong Zhang, Licheng Jiao:
Motion-Aligned and Hardness-Aware Dynamic Update Network for Weakly-Supervised Vehicle Detection in Satellite Videos. IFIP TC12 ICIS 2022: 273-283 - [c92]Qi Zhen, Xiangrong Zhang, Zhenyu Li, Biao Hou, Xu Tang, Li Gao, Licheng Jiao
:
Few-Shot Hyperspectral Image Classification Based on Domain Adaptation of Class Balance. IGARSS 2022: 2255-2258 - [c91]Ziyu Zhou, Jie Feng, Xiande Wu, Jiao Shi, Xiangrong Zhang:
Spectral Constrained Residual Attention Network for Hyperspectral Pansharpening. IGARSS 2022: 2386-2389 - [c90]Yongen Wu, Jie Feng, Gaiqin Bai, Qiyang Gao, Xiangrong Zhang:
Hyperspectral Image Classification Based on Spectrally-Enhanced and Densely Connected Transformer Model. IGARSS 2022: 2746-2749 - [c89]Fei Cao, Xiangrong Zhang, Xiaoqian Zhu, Peng Zhu, Xu Tang, Li Gao, Licheng Jiao
:
Semantic-Aware Context Modeling for Road Extraction in Remote Sensing Images. IGARSS 2022: 3027-3030 - [c88]Yuan Wang, Xiangrong Zhang, Tianyang Zhang, Xiaoqian Zhu, Xu Tang, Li Gao, Licheng Jiao
:
Mask Decoupled Head for Instance Segmentation in Remote Sensing Images. IGARSS 2022: 3123-3126 - [c87]Weiquan Lin, Xu Tang, Xiao Han, Jingjing Ma, Xiangrong Zhang, Licheng Jiao
:
NQ-Protonet: Noisy Query Prototypical Network for Few-Shot Remote Sensing Scene Classification. IGARSS 2022: 3620-3623 - [c86]Guanchun Wang
, Xiangrong Zhang, Zelin Peng, Xu Tang, Huiyu Zhou, Licheng Jiao
:
Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information. IJCAI 2022: 1378-1384 - [e1]Zhongzhi Shi, Yaochu Jin, Xiangrong Zhang:
Intelligence Science IV - 5th IFIP TC 12 International Conference, ICIS 2022, Xi'an, China, October 28-31, 2022, Proceedings. IFIP Advances in Information and Communication Technology 659, Springer 2022, ISBN 978-3-031-14902-3 [contents] - [i10]Guanchun Wang, Xiangrong Zhang, Zelin Peng, Xu Tang, Huiyu Zhou, Licheng Jiao:
Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information. CoRR abs/2204.10068 (2022) - 2021
- [j100]Shuquan Rao, Ancha V. Baranova, Hongbao Cao, Jiu Chen
, Xiangrong Zhang, Fuquan Zhang
:
Corrigendum to: Genetic mechanisms of COVID-19 and its association with smoking and alcohol consumption. Briefings Bioinform. 22(6) (2021) - [j99]Shuquan Rao, Ancha V. Baranova, Hongbao Cao, Jiu Chen
, Xiangrong Zhang, Fuquan Zhang
:
Genetic mechanisms of COVID-19 and its association with smoking and alcohol consumption. Briefings Bioinform. 22(6) (2021) - [j98]Jie Feng
, Zhanwei Ye, Shuai Liu, Xiangrong Zhang, Jiantong Chen, Ronghua Shang, Licheng Jiao
:
Dual-graph convolutional network based on band attention and sparse constraint for hyperspectral band selection. Knowl. Based Syst. 231: 107428 (2021) - [j97]Jingyan Zhang
, Xiangrong Zhang
, Licheng Jiao
:
Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing Based on Endmember Independence and Spatial Weighted Abundance. Remote. Sens. 13(12): 2348 (2021) - [j96]Puhua Chen
, Lei Guo, Xiangrong Zhang
, Alex Kai Qin, Wentao Ma, Licheng Jiao
:
Attention-Guided Siamese Fusion Network for Change Detection of Remote Sensing Images. Remote. Sens. 13(22): 4597 (2021) - [j95]Xu Tang
, Qiushuo Ma, Xiangrong Zhang
, Fang Liu
, Jingjing Ma, Licheng Jiao
:
Attention Consistent Network for Remote Sensing Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2030-2045 (2021) - [j94]Jie Feng
, Jiantong Chen
, Qigong Sun
, Ronghua Shang
, Xianghai Cao
, Xiangrong Zhang
, Licheng Jiao
:
Convolutional Neural Network Based on Bandwise-Independent Convolution and Hard Thresholding for Hyperspectral Band Selection. IEEE Trans. Cybern. 51(9): 4414-4428 (2021) - [j93]Fang Liu
, Xu Tang
, Xiangrong Zhang
, Licheng Jiao
, Jia Liu
:
Large-Scope PolSAR Image Change Detection Based on Looking-Around-and-Into Mode. IEEE Trans. Geosci. Remote. Sens. 59(1): 363-378 (2021) - [j92]Xu Tang
, Fanbo Meng, Xiangrong Zhang
, Yiu-Ming Cheung
, Jingjing Ma, Fang Liu
, Licheng Jiao
:
Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial-Spectral Attention Network. IEEE Trans. Geosci. Remote. Sens. 59(3): 2430-2447 (2021) - [j91]Chao Liu
, Jingjing Ma, Xu Tang
, Fang Liu
, Xiangrong Zhang
, Licheng Jiao
:
Deep Hash Learning for Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 59(4): 3420-3443 (2021) - [j90]Xiangrong Zhang
, Guanchun Wang
, Peng Zhu
, Tianyang Zhang, Chen Li, Licheng Jiao
:
GRS-Det: An Anchor-Free Rotation Ship Detector Based on Gaussian-Mask in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 59(4): 3518-3531 (2021) - [j89]Jie Feng
, Xiande Wu, Ronghua Shang
, Chenhong Sui
, Jie Li, Licheng Jiao
, Xiangrong Zhang
:
Attention Multibranch Convolutional Neural Network for Hyperspectral Image Classification Based on Adaptive Region Search. IEEE Trans. Geosci. Remote. Sens. 59(6): 5054-5070 (2021) - [j88]Xiaoxue Qian
, Fang Liu
, Licheng Jiao
, Xiangrong Zhang
, Yuwei Guo
, Xu Liu
, Yuanhao Cui
:
Ridgelet-Nets With Speckle Reduction Regularization for SAR Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 59(11): 9290-9306 (2021) - [j87]Xiangrong Zhang
, Xiaoxiao Ma
, Ning Huyan
, Jing Gu
, Xu Tang
, Licheng Jiao
:
Spectral-Difference Low-Rank Representation Learning for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 59(12): 10364-10377 (2021) - [c85]Xiangrong Zhang, Shouping Shan, Jing Gu, Xu Tang, Licheng Jiao:
Multi-label Aerial Image Classification via Adjacency-Based Label and Feature Co-embedding. CICAI 2021: 384-395 - [c84]Jie Feng, Gaiqin Bai, Zizhuo Gao, Xiangrong Zhang, Xu Tang:
Automatic Design Recurrent Neural Network for Hyperspectral Image Classification. IGARSS 2021: 2234-2237 - [c83]Jingjing Ma, Duanpeng Shi, Xu Tang, Xiangrong Zhang, Xiao Han, Licheng Jiao:
Cross-Source Image Retrieval Based on Ensemble Learning and Knowledge Distillation for Remote Sensing Images. IGARSS 2021: 2803-2806 - [c82]Xu Tang, Qionglin Zhou, Fanbo Meng, Xiao Han, Dalei Li, Xiangrong Zhang, Licheng Jiao:
Hyperspectral Image Classification Based on Spectral Graph and Bidirectional LSTM Network. IGARSS 2021: 3661-3664 - [c81]Jie Feng, Bingyu Hui, Yuping Liang, Quanhe Yao, Xiangrong Zhang:
Improved SiamRPN++ with Clustering-Based Frame Differencing for Object Tracking of Remote Sensing Videos. IGARSS 2021: 4163-4166 - [c80]Huayu Zhang, Xu Tang, Xiao Han, Jingjing Ma, Xiangrong Zhang, Licheng Jiao:
High-Resolution Remote Sensing Images Change Detection with Siamese Holistically-Guided FCN. IGARSS 2021: 4340-4343 - [c79]Yuqun Yang, Xu Tang, Xiao Han, Jingjing Ma, Xiangrong Zhang, Licheng Jiao:
Remote Scene Image Scene Classification Based on Adaptive Segmentation and Dynamic Graph Convolution. IGARSS 2021: 4912-4915 - [c78]Xiangrong Zhang, Zelin Peng, Peng Zhu, Tianyang Zhang, Chen Li, Huiyu Zhou, Licheng Jiao:
Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation. ACM Multimedia 2021: 5463-5472 - [i9]Tianyang Zhang, Xiangrong Zhang, Peng Zhu, Xu Tang, Chen Li, Licheng Jiao, Huiyu Zhou:
Semantic Attention and Scale Complementary Network for Instance Segmentation in Remote Sensing Images. CoRR abs/2107.11758 (2021) - [i8]Ning Huyan, Dou Quan, Xiangrong Zhang, Xuefeng Liang, Jocelyn Chanussot, Licheng Jiao:
Unsupervised Outlier Detection using Memory and Contrastive Learning. CoRR abs/2107.12642 (2021) - [i7]Xiangrong Zhang, Zelin Peng, Peng Zhu, Tianyang Zhang, Chen Li, Huiyu Zhou, Licheng Jiao:
Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation. CoRR abs/2108.01344 (2021) - [i6]Jie Feng, Yuping Liang, Junpeng Zhang, Xiangrong Zhang, Quanhe Yao, Licheng Jiao:
MidNet: An Anchor-and-Angle-Free Detector for Oriented Ship Detection in Aerial Images. CoRR abs/2111.10961 (2021) - 2020
- [j86]Mengxuan Zhang
, Licheng Jiao
, Ronghua Shang
, Xiangrong Zhang
, Lingling Li
:
Unsupervised EA-Based Fuzzy Clustering for Image Segmentation. IEEE Access 8: 8627-8647 (2020) - [j85]Mingyang Wang
, Shijia Jiao, Jiaqi Zhang, Xiangrong Zhang, Na Zhu:
Identification High Influential Articles by Considering the Topic Characteristics of Articles. IEEE Access 8: 107887-107899 (2020) - [j84]Peiliang Lou
, Antonio Jimeno-Yepes
, Zai Zhang
, Qinghua Zheng, Xiangrong Zhang, Chen Li:
BioNorm: deep learning-based event normalization for the curation of reaction databases. Bioinform. 36(2): 611-620 (2020) - [j83]Zhijing Li, Yuchen Lian, Xiaoyong Ma, Xiangrong Zhang, Chen Li:
Bio-semantic relation extraction with attention-based external knowledge reinforcement. BMC Bioinform. 21(1): 213 (2020) - [j82]Xiangrong Zhang
, Wenkang Ma, Chen Li, Jie Wu
, Xu Tang
, Licheng Jiao
:
Fully Convolutional Network-Based Ensemble Method for Road Extraction From Aerial Images. IEEE Geosci. Remote. Sens. Lett. 17(10): 1777-1781 (2020) - [j81]Yue Wu
, Guifeng Mu, Can Qin, Qiguang Miao
, Wenping Ma, Xiangrong Zhang
:
Semi-Supervised Hyperspectral Image Classification via Spatial-Regulated Self-Training. Remote. Sens. 12(1): 159 (2020) - [j80]Jie Feng, Xueliang Feng, Jiantong Chen, Xianghai Cao, Xiangrong Zhang
, Licheng Jiao
, Tao Yu:
Generative Adversarial Networks Based on Collaborative Learning and Attention Mechanism for Hyperspectral Image Classification. Remote. Sens. 12(7): 1149 (2020) - [j79]Yuwei Guo
, Zhuangzhuang Sun, Rong Qu
, Licheng Jiao
, Fang Liu, Xiangrong Zhang
:
Fuzzy Superpixels Based Semi-Supervised Similarity-Constrained CNN for PolSAR Image Classification. Remote. Sens. 12(10): 1694 (2020) - [j78]Jingjing Ma, Linlin Wu, Xu Tang
, Fang Liu, Xiangrong Zhang
, Licheng Jiao
:
Building Extraction of Aerial Images by a Global and Multi-Scale Encoder-Decoder Network. Remote. Sens. 12(15): 2350 (2020) - [j77]Mingyang Wang
, Jiaqi Zhang, Shijia Jiao, Xiangrong Zhang, Na Zhu, Guangsheng Chen:
Important citation identification by exploiting the syntactic and contextual information of citations. Scientometrics 125(3): 2109-2129 (2020) - [j76]Xiaoxiao Ma
, Xiangrong Zhang
, Xu Tang
, Huiyu Zhou
, Licheng Jiao
:
Hyperspectral Anomaly Detection Based on Low-Rank Representation With Data-Driven Projection and Dictionary Construction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 2226-2239 (2020) - [j75]Jing Gu
, Licheng Jiao
, Fang Liu
, Xiangrong Zhang
, Xu Tang
, Puhua Chen:
Multi-Feature Weighted Sparse Graph for SAR Image Analysis. IEEE Trans. Geosci. Remote. Sens. 58(2): 881-891 (2020) - [j74]Yang-Jun Deng, Heng-Chao Li
, Xin Song, Yong-Jian Sun, Xiangrong Zhang
, Qian Du
:
Patch Tensor-Based Multigraph Embedding Framework for Dimensionality Reduction of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 58(3): 1630-1643 (2020) - [j73]Jingyan Zhang
, Xiangrong Zhang
, Xu Tang
, Puhua Chen
, Licheng Jiao
:
Sketch-Based Region Adaptive Sparse Unmixing Applied to Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 58(12): 8840-8856 (2020) - [c77]Zhijing Li, YangYang Lan, Saikat Chatterjee, Pargorn Puttapirat, Xiangrong Zhang, Chen Li:
Dual sentence representation model integrating prior knowledge for bio-text-mining. BIBM 2020: 2409-2416 - [c76]Jie Feng, Yuping Liang, Zhanwei Ye, Xiande Wu, Dening Zeng, Xiangrong Zhang, Xu Tang:
Small Object Detection in Optical Remote Sensing Video with Motion Guided R-CNN. IGARSS 2020: 272-275 - [c75]Jingjing Ma, Qiushuo Ma, Xu Tang, Xiangrong Zhang, Cheng Zhu, Qunnie Peng, Licheng Jiao
:
Remote Sensing Scene Classification Based on Global and Local Consistent Network. IGARSS 2020: 537-540 - [c74]Xu Tang, Fanbo Meng, Jingjing Ma, Xiangrong Zhang, Fang Liu, Qunnie Peng, Licheng Jiao
:
Hyperspectral Image Classification Based on Multiscale Spatial and Spectral Feature Network. IGARSS 2020: 838-841 - [c73]Qingwang Wang, Xiangrong Zhang, Yanfeng Gu:
Spatial-Spectral Smooth Graph Convolutional Network for Multispectral Point Cloud Classification. IGARSS 2020: 1062-1065 - [c72]Jie Feng, Zhanwei Ye, Di Li, Yuping Liang, Xu Tang, Xiangrong Zhang:
Hyperspectral Image Classification Based on Semi-Supervised Dual-Branch Convolutional Autoencoder with Self-Attention. IGARSS 2020: 1267-1270 - [c71]Jingjing Ma, Linlin Wu, Xu Tang, Xiangrong Zhang, Cheng Zhu, Junyong Ma, Licheng Jiao
:
Hyperspectral Image Classification Via Multi-Scale Encoder-Decoder Network. IGARSS 2020: 1283-1286 - [c70]Biao Hou, Yangfei Liu, Tuotuo Rong, Bo Ren, Zijuan Xiang, Xiangrong Zhang, Shuang Wang:
Panchromatic Image Land Cover Classification Via DCNN with Updating Iteration Strategy. IGARSS 2020: 1472-1475 - [c69]Wenliang Sun, Xiangrong Zhang, Tianyang Zhang, Peng Zhu, Li Gao, Xu Tang, Bo Liu:
Adaptive Feature Aggregation Network for Object Detection in Remote Sensing Images. IGARSS 2020: 1635-1638 - [c68]Mengqian Chen, Bo Ren, Biao Hou, Jocelyn Chanussot, Shuang Wang, Xiangrong Zhang, Wen Xie:
PolSAR Scene Classification via Low-Rank Tensor-Based Multi-View Subspace Representation. IGARSS 2020: 1731-1734 - [c67]Zelin Peng, Guanchun Wang, Xiangrong Zhang, Xu Tang, Li Gao, Licheng Jiao
:
A Learnable Blur Kernel for Remote Sensing Image Retrieval. IGARSS 2020: 1937-1940 - [c66]Chao Liu
, Xu Tang, Jingjing Ma, Xiangrong Zhang, Fang Liu, Junyong Ma, Licheng Jiao
:
Remote Sensing Images Feature Learning based On Multi-Branch Networks. IGARSS 2020: 2057-2060 - [c65]Xu Tang, Huayu Zhang, Jingjing Ma, Xiangrong Zhang, Licheng Jiao
:
Supervised Adaptive-RPN Network for Object Detection in Remote Sensing Images. IGARSS 2020: 2647-2650 - [c64]Shiqi Wu, Xiangrong Zhang, Xin Wang, Chen Li, Licheng Jiao
:
Scene Attention Mechanism for Remote Sensing Image Caption Generation. IJCNN 2020: 1-7 - [c63]Xiaoqian Zhu, Xiangrong Zhang, Tianyang Zhang, Peng Zhu, Xu Tang, Chen Li:
Discriminative Feature Pyramid Network For Object Detection In Remote Sensing Images. IJCNN 2020: 1-7 - [i5]Jiangbo Shi, Zeyu Gao, Haichuan Zhang, Pargorn Puttapirat, Chunbao Wang, Xiangrong Zhang, Chen Li:
Effects of annotation granularity in deep learning models for histopathological images. CoRR abs/2001.04663 (2020) - [i4]Pargorn Puttapirat, Haichuan Zhang, Jingyi Deng, Yuxin Dong, Jiangbo Shi, Hongyu He, Zeyu Gao, Chunbao Wang, Xiangrong Zhang, Chen Li:
OpenHI2 - Open source histopathological image platform. CoRR abs/2001.05158 (2020) - [i3]Zhihua Liu, Long Chen, Lei Tong, Feixiang Zhou, Zheheng Jiang, Qianni Zhang, Caifeng Shan, Yinhai Wang, Xiangrong Zhang, Ling Li, Huiyu Zhou:
Deep Learning Based Brain Tumor Segmentation: A Survey. CoRR abs/2007.09479 (2020)
2010 – 2019
- 2019
- [j72]Pargorn Puttapirat
, Haichuan Zhang, Jingyi Deng, Yuxin Dong, Jiangbo Shi, Peiliang Lou, Chunbao Wang, Lixia Yao, Xiangrong Zhang, Chen Li:
OpenHI: open platform for histopathological image annotation. Int. J. Data Min. Bioinform. 22(4): 328-349 (2019) - [j71]Yanqiao Chen
, Yangyang Li, Licheng Jiao
, Cheng Peng
, Xiangrong Zhang
, Ronghua Shang:
Adversarial Reconstruction-Classification Networks for PolSAR Image Classification. Remote. Sens. 11(4): 415 (2019) - [j70]Jie Feng
, Lin Wang, Haipeng Yu, Licheng Jiao
, Xiangrong Zhang
:
Divide-and-Conquer Dual-Architecture Convolutional Neural Network for Classification of Hyperspectral Images. Remote. Sens. 11(5): 484 (2019) - [j69]Xiangrong Zhang
, Xin Wang, Xu Tang
, Huiyu Zhou, Chen Li:
Description Generation for Remote Sensing Images Using Attribute Attention Mechanism. Remote. Sens. 11(6): 612 (2019) - [j68]Wenping Ma, Yunta Xiong, Yue Wu
, Hui Yang, Xiangrong Zhang
, Licheng Jiao
:
Change Detection in Remote Sensing Images Based on Image Mapping and a Deep Capsule Network. Remote. Sens. 11(6): 626 (2019) - [j67]Wenping Ma, Qiongqiong Guo, Yue Wu
, Wei Zhao
, Xiangrong Zhang
, Licheng Jiao
:
A Novel Multi-Model Decision Fusion Network for Object Detection in Remote Sensing Images. Remote. Sens. 11(7): 737 (2019) - [j66]Xiangrong Zhang
, Xiao Han, Chen Li, Xu Tang
, Huiyu Zhou, Licheng Jiao
:
Aerial Image Road Extraction Based on an Improved Generative Adversarial Network. Remote. Sens. 11(8): 930 (2019) - [j65]Wenping Ma, Qifan Yang, Yue Wu
, Wei Zhao, Xiangrong Zhang
:
Double-Branch Multi-Attention Mechanism Network for Hyperspectral Image Classification. Remote. Sens. 11(11): 1307 (2019) - [j64]Jinliang An
, Jinhui Lei, Yuzhen Song, Xiangrong Zhang
, Jinmei Guo:
Tensor Based Multiscale Low Rank Decomposition for Hyperspectral Images Dimensionality Reduction. Remote. Sens. 11(12): 1485 (2019) - [j63]Jinliang An
, Yuzhen Song, Yuwei Guo
, Xiaoxiao Ma
, Xiangrong Zhang
:
Tensor Discriminant Analysis via Compact Feature Representation for Hyperspectral Images Dimensionality Reduction. Remote. Sens. 11(15): 1822 (2019) - [j62]Xu Tang
, Chao Liu
, Jingjing Ma, Xiangrong Zhang
, Fang Liu, Licheng Jiao
:
Large-Scale Remote Sensing Image Retrieval Based on Semi-Supervised Adversarial Hashing. Remote. Sens. 11(17): 2055 (2019) - [j61]Jie Feng
, Jiantong Chen, Liguo Liu, Xianghai Cao
, Xiangrong Zhang
, Licheng Jiao
, Tao Yu:
CNN-Based Multilayer Spatial-Spectral Feature Fusion and Sample Augmentation With Local and Nonlocal Constraints for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(4): 1299-1313 (2019) - [j60]Ning Huyan
, Xiangrong Zhang
, Huiyu Zhou
, Licheng Jiao
:
Hyperspectral Anomaly Detection via Background and Potential Anomaly Dictionaries Construction. IEEE Trans. Geosci. Remote. Sens. 57(4): 2263-2276 (2019) - [j59]Jie Feng
, Haipeng Yu
, Lin Wang, Xianghai Cao
, Xiangrong Zhang
, Licheng Jiao
:
Classification of Hyperspectral Images Based on Multiclass Spatial-Spectral Generative Adversarial Networks. IEEE Trans. Geosci. Remote. Sens. 57(8): 5329-5343 (2019) - [j58]Tianzhu Liu, Xiangrong Zhang, Yanfeng Gu
:
Unsupervised Cross-Temporal Classification of Hyperspectral Images With Multiple Geodesic Flow Kernel Learning. IEEE Trans. Geosci. Remote. Sens. 57(12): 9688-9701 (2019) - [c62]Pargorn Puttapirat
, Chen Li, Haichuan Zhang, Jingyi Deng, Yuxin Dong, Jiangbo Shi, Hongyu He, Zeyu Gao
, Chunbao Wang, Xiangrong Zhang:
OpenHI2 - Open source histopathological image platform. BIBM 2019: 2696-2701 - [c61]Jiangbo Shi, Zeyu Gao
, Haichuan Zhang, Pargorn Puttapirat
, Chunbao Wang, Xiangrong Zhang, Chen Li:
Effects of annotation granularity in deep learning models for histopathological images. BIBM 2019: 2702-2708 - [c60]Jie Feng, Xiande Wu, Jiantong Chen, Xiangrong Zhang, Xu Tang, Di Li:
Joint Multilayer Spatial-Spectral Classification of Hyperspectral Images Based on CNN and Convlstm. IGARSS 2019: 588-591 - [c59]Xu Tang, Chao Liu
, Xiangrong Zhang, Jingjing Ma, Changzhe Jiao, Licheng Jiao
:
Remote Sensing Image Retrieval Based on Semi-Supervised Deep Hashing Learning. IGARSS 2019: 879-882 - [c58]Bo Ren, Biao Hou, Jocelyn Chanussot, Changzhe Jiao, Xiangrong Zhang:
Polsar Land Cover Classification via Tensorial Embedding Methods. IGARSS 2019: 1224-1227 - [c57]Jie Feng, Di Li, Jiantong Chen, Xiangrong Zhang, Xu Tang, Xiande Wu:
Hyperspectral Band Selection Based On Ternary Weight Convolutional Neural Network. IGARSS 2019: 3804-3807 - [c56]Chao Liu
, Jingjing Ma, Xu Tang, Xiangrong Zhang, Licheng Jiao
:
Adversarial Hash-Code Learning for Remote Sensing Image Retrieval. IGARSS 2019: 4324-4327 - [c55]Biao Hou, Jingliang Li, Xiangrong Zhang, Shuang Wang, Licheng Jiao
:
Object Detection and Trcacking Based on Convolutional Neural Networks for High-Resolution Optical Remote Sensing Video. IGARSS 2019: 5433-5436 - [c54]Yuxuan Li, Licheng Jiao
, Xu Tang, Xiangrong Zhang, Wenhua Zhang, Li Gao:
Weak Moving Object Detection In Optical Remote Sensing Video With Motion-Drive Fusion Network. IGARSS 2019: 5476-5479 - [c53]Jinyue Zhang, Xiangrong Zhang, Xu Tang, Zhongjian Huang, Licheng Jiao
:
Vehicle Detection and Tracking in Remote Sensing Satellite Vidio based on Dynamic Association. MultiTemp 2019: 1-4 - [i2]Lei Tong, Xiangrong Zhang, Qianni Zhang, Abdul Hamid Sadka, Ling Li, Huiyu Zhou
:
Inverse boosting pruning trees for depression detection on Twitter. CoRR abs/1906.00398 (2019) - [i1]Zheheng Jiang, Zhihua Liu, Long Chen, Lei Tong, Xiangrong Zhang, Xiangyuan Lan, Danny Crookes, Ming-Hsuan Yang, Huiyu Zhou
:
Detection and Tracking of Multiple Mice Using Part Proposal Networks. CoRR abs/1906.02831 (2019) - 2018
- [j57]Chen Li, Zhiqiang Rao, Qinghua Zheng, Xiangrong Zhang:
A set of domain rules and a deep network for protein coreference resolution. Database J. Biol. Databases Curation 2018: bay065 (2018) - [j56]Xiangrong Zhang
, Yujia Sun, Jingyan Zhang
, Peng Wu, Licheng Jiao
:
Hyperspectral Unmixing via Deep Convolutional Neural Networks. IEEE Geosci. Remote. Sens. Lett. 15(11): 1755-1759 (2018) - [j55]Jin Liu, Xiang Wang, Xiangrong Zhang, Yi Pan
, Xiaosheng Wang, Jianxin Wang
:
MMM: classification of schizophrenia using multi-modality multi-atlas feature representation and multi-kernel learning. Multim. Tools Appl. 77(22): 29651-29667 (2018) - [j54]Xiangrong Zhang
, Chen Li, Jingyan Zhang
, Qimeng Chen, Jie Feng, Licheng Jiao
, Huiyu Zhou
:
Hyperspectral Unmixing via Low-Rank Representation with Space Consistency Constraint and Spectral Library Pruning. Remote. Sens. 10(2): 339 (2018) - [j53]Xu Tang
, Xiangrong Zhang
, Fang Liu, Licheng Jiao
:
Unsupervised Deep Feature Learning for Remote Sensing Image Retrieval. Remote. Sens. 10(8): 1243 (2018) - [j52]Jinliang An
, Xiangrong Zhang
, Huiyu Zhou
, Jie Feng
, Licheng Jiao
:
Patch Tensor-Based Sparse and Low-Rank Graph for Hyperspectral Images Dimensionality Reduction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(7): 2513-2527 (2018) - [j51]Jie Feng
, Liguo Liu, Xianghai Cao
, Licheng Jiao
, Tao Sun, Xiangrong Zhang
:
Marginal Stacked Autoencoder With Adaptively-Spatial Regularization for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(9): 3297-3311 (2018) - [j50]Xiangrong Zhang
, Yujia Sun, Kai Jiang
, Chen Li, Licheng Jiao
, Huiyu Zhou
:
Spatial Sequential Recurrent Neural Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(11): 4141-4155 (2018) - [j49]Fang Liu
, Jie Wu
, Lingling Li, Licheng Jiao
, Hongxia Hao, Xiangrong Zhang:
A Hybrid Method of SAR Speckle Reduction Based on Geometric-Structural Block and Adaptive Neighborhood. IEEE Trans. Geosci. Remote. Sens. 56(2): 730-748 (2018) - [j48]Xiangrong Zhang, Zeyu Gao
, Licheng Jiao
, Huiyu Zhou
:
Multifeature Hyperspectral Image Classification With Local and Nonlocal Spatial Information via Markov Random Field in Semantic Space. IEEE Trans. Geosci. Remote. Sens. 56(3): 1409-1424 (2018) - [j47]Xiangrong Zhang
, Jingyan Zhang
, Chen Li, Cai Cheng, Licheng Jiao
, Huiyu Zhou
:
Hybrid Unmixing Based on Adaptive Region Segmentation for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 56(7): 3861-3875 (2018) - [j46]Jinliang An
, Xiangrong Zhang
, Huiyu Zhou
, Licheng Jiao
:
Tensor-Based Low-Rank Graph With Multimanifold Regularization for Dimensionality Reduction of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 56(8): 4731-4746 (2018) - [c52]Pargorn Puttapirat
, Haichuan Zhang, Yuchen Lian, Chunbao Wang, Xiangrong Zhang, Lixia Yao, Chen Li:
OpenHI - An open source framework for annotating histopathological image. BIBM 2018: 1076-1082 - [c51]Xiaoxiao Ma
, Xiangrong Zhang, Ning Huyan, Xu Tang, Biao Hou, Licheng Jiao:
Hyper-Laplacian Regularized Low-Rank Tensor Decomposition for Hyperspectral Anomaly Detection. IGARSS 2018: 6380-6383 - [c50]Biao Hou, Xianpeng Guo, Weidan Hou, Shuang Wang, Xiangrong Zhang, Licheng Jiao:
PolSAR Image Classification Based on DBN and Tensor Dimensionality Reduction. IGARSS 2018: 8448-8450 - [c49]Xiangrong Zhang, Yaru Han, Ning Huyan, Chen Li, Jie Feng, Li Gao, Xiaoxiao Ma
:
Spatial-Spectral Graph-Based Nonlinear Embedding Dimensionality Reduction for Hyperspectral Image Classificaiton. IGARSS 2018: 8472-8475 - [c48]Xu Tang, Xiangrong Zhang, Fang Liu, Licheng Jiao:
Circular Relevance Feedback for Remote Sensing Image Retrieval. IGARSS 2018: 8953-8956 - 2017
- [j45]Xiangrong Zhang, Yanjie Liang, Chen Li, Ning Huyan, Licheng Jiao
, Huiyu Zhou
:
Recursive Autoencoders-Based Unsupervised Feature Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 14(11): 1928-1932 (2017) - [j44]Yaoguo Zheng, Licheng Jiao
, Hongying Liu, Xiangrong Zhang, Biao Hou, Shuang Wang:
Unsupervised saliency-guided SAR image change detection. Pattern Recognit. 61: 309-326 (2017) - [c47]Biao Hou, Xiaohua Zhang, Dezhao Gong, Shuang Wang, Xiangrong Zhang, Licheng Jiao
:
Fast graph-based SAR image segmentation via simple superpixels. IGARSS 2017: 799-802 - [c46]Jie Feng, Liguo Liu, Xiangrong Zhang, Rongfang Wang, Hongying Liu:
Hyperspectral image classification based on stacked marginal discriminative autoencoder. IGARSS 2017: 3668-3671 - [c45]Xiangrong Zhang, Xiang Li, Jinliang An, Li Gao, Biao Hou, Chen Li:
Natural language description of remote sensing images based on deep learning. IGARSS 2017: 4798-4801 - [c44]Peng Wang, Wenshuai Chen, Shuiping Gou, Xiangrong Zhang, Xiaofeng Li, Licheng Jiao
:
A weighted joint sparse of three channels method for full POL-SAR data classification. IGARSS 2017: 6146-6149 - 2016
- [j43]Xiangrong Zhang, Longying Hu:
A nonlinear subspace multiple kernel learning for financial distress prediction of Chinese listed companies. Neurocomputing 177: 636-642 (2016) - [j42]Erlei Zhang, Xiangrong Zhang, Licheng Jiao
, Hongying Liu, Shuang Wang, Biao Hou:
Weighted multifeature hyperspectral image classification via kernel joint sparse representation. Neurocomputing 178: 71-86 (2016) - [j41]Yangyang Li, Yang Wang, Yaxiao Li, Licheng Jiao
, Xiangrong Zhang, Rustam Stolkin:
Single image super-resolution reconstruction based on genetic algorithm and regularization prior model. Inf. Sci. 372: 196-207 (2016) - [j40]Xiangrong Zhang, Yunlong Liang, Yaoguo Zheng, Jinliang An, Licheng Jiao
:
Hierarchical Discriminative Feature Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(4): 594-598 (2016) - [j39]Yaoguo Zheng, Licheng Jiao
, Ronghua Shang, Biao Hou, Xiangrong Zhang:
Local Collaborative Representation With Adaptive Dictionary Selection for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(10): 1482-1486 (2016) - [j38]Jinliang An, Xiangrong Zhang, Licheng Jiao
:
Dimensionality Reduction Based on Group-Based Tensor Model for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(10): 1497-1501 (2016) - [j37]Jie Wu
, Fang Liu, Hongxia Hao, Lingling Li, Licheng Jiao
, Xiangrong Zhang:
A Nonlocal Means for Speckle Reduction of SAR Image With Multiscale-Fusion-Based Steerable Kernel Function. IEEE Geosci. Remote. Sens. Lett. 13(11): 1646-1650 (2016) - [j36]Jie Feng, Licheng Jiao
, Fang Liu, Tao Sun, Xiangrong Zhang:
Unsupervised feature selection based on maximum information and minimum redundancy for hyperspectral images. Pattern Recognit. 51: 295-309 (2016) - [j35]Erlei Zhang, Xiangrong Zhang, Licheng Jiao
, Lin Li, Biao Hou:
Spectral-spatial hyperspectral image ensemble classification via joint sparse representation. Pattern Recognit. 59: 42-54 (2016) - [j34]Ronghua Shang, Pingping Tian, Licheng Jiao
, Rustam Stolkin, Jie Feng, Biao Hou, Xiangrong Zhang:
A Spatial Fuzzy Clustering Algorithm With Kernel Metric Based on Immune Clone for SAR Image Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(4): 1640-1652 (2016) - [j33]Xiangrong Zhang, Qiang Song, Zeyu Gao
, Yaoguo Zheng, Peng Weng, Licheng Jiao
:
Spectral-Spatial Feature Learning Using Cluster-Based Group Sparse Coding for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4142-4159 (2016) - [j32]Erlei Zhang, Licheng Jiao
, Xiangrong Zhang, Hongying Liu, Shuang Wang:
Class-Level Joint Sparse Representation for Multifeature-Based Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4160-4177 (2016) - [j31]Fang Liu, Yiping Duan, Lingling Li, Licheng Jiao
, Jie Wu, Shuyuan Yang, Xiangrong Zhang, Jialing Yuan:
SAR Image Segmentation Based on Hierarchical Visual Semantic and Adaptive Neighborhood Multinomial Latent Model. IEEE Trans. Geosci. Remote. Sens. 54(7): 4287-4301 (2016) - [j30]Jie Feng
, Licheng Jiao
, Tao Sun, Hongying Liu, Xiangrong Zhang:
Multiple Kernel Learning Based on Discriminative Kernel Clustering for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 54(11): 6516-6530 (2016) - [c43]Chen Li, Zhiqiang Rao, Xiangrong Zhang:
LitWay, Discriminative Extraction for Different Bio-Events. BioNLP (Shared Task) 2016: 32-41 - [c42]Xiangrong Zhang, Chen Li, Shang-wen Li, Victor Zue:
Automated Segmentation of MOOC Lectures towards Customized Learning. ICALT 2016: 20-22 - [c41]Xiangrong Zhang, Zeyu Gao
, Jinliang An, Yanning Hu, Yangyang Li, Biao Hou:
Joint multi-feature hyperspectral image classification with spatial constraint in semantic manifold. IGARSS 2016: 481-484 - [c40]Xiangrong Zhang, Kai Jiang, Yaoguo Zheng, Jinliang An, Yanning Hu, Licheng Jiao
:
Spatially constrained Bag-of-Visual-Words for hyperspectral image classification. IGARSS 2016: 501-504 - [c39]Jinliang An, Yu Mo, Zhi Guo, Xiangrong Zhang:
A weighted multi-task joint sparse representation method for hyperspectral image classification. IGARSS 2016: 2446-2449 - 2015
- [j29]Xiangrong Zhang, Yudi He, Licheng Jiao
, Ruochen Liu, Jie Feng, Sisi Zhou:
Scaling cut criterion-based discriminant analysis for supervised dimension reduction. Knowl. Inf. Syst. 43(3): 633-655 (2015) - [j28]Tao Sun, Licheng Jiao
, Jie Feng, Fang Liu, Xiangrong Zhang:
Imbalanced Hyperspectral Image Classification Based on Maximum Margin. IEEE Geosci. Remote. Sens. Lett. 12(3): 522-526 (2015) - [j27]Erlei Zhang, Xiangrong Zhang, Hongying Liu, Licheng Jiao
:
Fast Multifeature Joint Sparse Representation for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 12(7): 1397-1401 (2015) - [j26]Licheng Jiao
, Jie Feng, Fang Liu, Tao Sun, Xiangrong Zhang:
Semisupervised Affinity Propagation Based on Normalized Trivariable Mutual Information for Hyperspectral Band Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2760-2773 (2015) - [j25]Jie Feng, Licheng Jiao
, Fang Liu, Tao Sun, Xiangrong Zhang:
Mutual-Information-Based Semi-Supervised Hyperspectral Band Selection With High Discrimination, High Information, and Low Redundancy. IEEE Trans. Geosci. Remote. Sens. 53(5): 2956-2969 (2015) - [c38]Chen Li, Runqing Song, Maria Liakata
, Andreas Vlachos
, Stephanie Seneff, Xiangrong Zhang:
Using word embedding for bio-event extraction. BioNLP@IJCNLP 2015: 121-126 - [c37]Biao Hou, Xiaohuan Luo, Shuang Wang, Licheng Jiao, Xiangrong Zhang:
Polarimetric SAR images classification using deep belief networks with learning features. IGARSS 2015: 2366-2369 - [c36]Xiangrong Zhang, Cai Cheng, Jinliang An, Yaoguo Zheng, Erlei Zhang, Biao Hou:
Sparsity-constrained generalized bilinear model for hyperspectral unmixing. IGARSS 2015: 5055-5058 - 2014
- [j24]Yangyang Li, Shixia Feng, Xiangrong Zhang, Licheng Jiao
:
SAR image segmentation based on quantum-inspired multiobjective evolutionary clustering algorithm. Inf. Process. Lett. 114(6): 287-293 (2014) - [j23]Erlei Zhang, Xiangrong Zhang, Shuyuan Yang, Shuang Wang:
Improving Hyperspectral Image Classification Using Spectral Information Divergence. IEEE Geosci. Remote. Sens. Lett. 11(1): 249-253 (2014) - [j22]Yaoguo Zheng, Xiangrong Zhang, Biao Hou, Ganchao Liu:
Using Combined Difference Image and k-Means Clustering for SAR Image Change Detection. IEEE Geosci. Remote. Sens. Lett. 11(3): 691-695 (2014) - [j21]Xiangrong Zhang, Hao Yang, Licheng Jiao
, Yang Yang, Feng Dong:
Laplacian group sparse modeling of human actions. Pattern Recognit. 47(8): 2689-2701 (2014) - [j20]Xiangrong Zhang, Qiang Song, Ruochen Liu, Wenna Wang, Licheng Jiao
:
Modified Co-Training With Spectral and Spatial Views for Semisupervised Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2044-2055 (2014) - [j19]Shuiping Gou, Xin Qiao, Xiangrong Zhang, Weifang Wang, Fangfang Du:
Eigenvalue Analysis-Based Approach for POL-SAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 52(2): 805-818 (2014) - [j18]Jie Feng, Licheng Jiao
, Xiangrong Zhang, Tao Sun:
Hyperspectral Band Selection Based on Trivariate Mutual Information and Clonal Selection. IEEE Trans. Geosci. Remote. Sens. 52(7): 4092-4105 (2014) - [j17]Jie Wu, Fang Liu, Licheng Jiao
, Xiangrong Zhang, Hongxia Hao, Shuang Wang:
Local Maximal Homogeneous Region Search for SAR Speckle Reduction With Sketch-Based Geometrical Kernel Function. IEEE Trans. Geosci. Remote. Sens. 52(9): 5751-5764 (2014) - [c35]Yangyang Li, Xiaolong Tian, Licheng Jiao, Xiangrong Zhang:
Biclustering of gene expression data using Particle Swarm Optimization integrated with pattern-driven local search. IEEE Congress on Evolutionary Computation 2014: 1367-1373 - [c34]Ronghua Shang, Kun Zhang, Licheng Jiao, Wei Fang, Xiangrong Zhang, Xiaolin Tian:
A novel algorithm for many-objective dimension reductions: Pareto-PCA-NSGA-II. IEEE Congress on Evolutionary Computation 2014: 1974-1981 - [c33]Xiangrong Zhang, Qiang Song, Yaoguo Zheng, Biao Hou, Shuiping Gou:
Classification of imbalanced hyperspectral imagery data using support vector sampling. IGARSS 2014: 2870-2873 - [c32]Biao Hou, Na Li, Shuang Wang, Xiangrong Zhang:
SAR image segmentation based on random projection and signature frame. IGARSS 2014: 3726-3729 - [c31]Xiangrong Zhang, Yang Yang, Hanghua Jia, Huiyu Zhou
, Licheng Jiao
:
Low-rank representation based action recognition. IJCNN 2014: 1812-1818 - 2013
- [j16]Xiangrong Zhang, Longying Hu, Lin Zhang:
An efficient multiple kernel computation method for regression analysis of economic data. Neurocomputing 118: 58-64 (2013) - [j15]Yaoguo Zheng, Xiangrong Zhang, Shuyuan Yang, Licheng Jiao
:
Low-rank representation with local constraint for graph construction. Neurocomputing 122: 398-405 (2013) - [j14]Xiangrong Zhang, Yudi He, Nan Zhou, Yaoguo Zheng:
Semisupervised Dimensionality Reduction of Hyperspectral Images via Local Scaling Cut Criterion. IEEE Geosci. Remote. Sens. Lett. 10(6): 1547-1551 (2013) - [j13]Xiangrong Zhang, Yang Yang, Licheng Jiao
, Feng Dong:
Manifold-constrained coding and sparse representation for human action recognition. Pattern Recognit. 46(7): 1819-1831 (2013) - [j12]Xiangfa Song, Licheng Jiao
, Shuyuan Yang, Xiangrong Zhang, Fanhua Shang:
Sparse coding and classifier ensemble based multi-instance learning for image categorization. Signal Process. 93(1): 1-11 (2013) - [j11]Jie Feng, Licheng Jiao
, Xiangrong Zhang, Maoguo Gong
, Tao Sun:
Robust non-local fuzzy c-means algorithm with edge preservation for SAR image segmentation. Signal Process. 93(2): 487-499 (2013) - [j10]Jiaji Wu, Zhenzhen Xu, Gwanggil Jeon
, Xiangrong Zhang, Licheng Jiao
:
Arithmetic coding for image compression with adaptive weight-context classification. Signal Process. Image Commun. 28(7): 727-735 (2013) - [j9]Biao Hou, Xiangrong Zhang, Qiang Ye, Yaoguo Zheng:
A Novel Method for Hyperspectral Image Classification Based on Laplacian Eigenmap Pixels Distribution-Flow. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(3): 1602-1618 (2013) - [j8]Hang Yu, Xiangrong Zhang, Shuang Wang, Biao Hou:
Context-Based Hierarchical Unequal Merging for SAR Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 51(2): 995-1009 (2013) - [c30]Zhengyu Qian, Xiaole Cui, Bo Wang, Xiangrong Zhang, Chung Len Lee:
A folded current-reused CMOS power amplifier for low-voltage 3.0-5.0 GHz UWB applications. ASICON 2013: 1-4 - [c29]Xiangrong Zhang, Peng Weng, Jie Feng, Erlei Zhang, Biao Hou:
Spatial-spectral classification based on group sparse coding for hyperspectral image. IGARSS 2013: 1745-1748 - [c28]Xiangrong Zhang, Yufang Li, Yaoguo Zheng, Biao Hou, Xiaojin Hou:
Joint segmentation and classification of hyperspectral image using meanshift and sparse representation classifier. IGARSS 2013: 1971-1974 - [c27]Jinpeng Shen, Xin'an Wang, Bo Wang, Shan Liu, Shoucheng Li, Zhengkun Ruan, Xiangrong Zhang, Ying Cao:
Fully integrated passive UHF RFID transponder IC with a sensitivity of -12 dBm. ISCAS 2013: 289-292 - [c26]Xiangrong Zhang, Xiaole Cui, Bo Wang, Chung Len Lee:
A UWB mixer with a balanced wide band active balun using crossing centertaped inductor. ISCAS 2013: 1588-1591 - 2012
- [j7]Ruochen Liu, Xiangrong Zhang, Neng Yang, Qifeng Lei, Licheng Jiao
:
Immunodomaince based Clonal Selection Clustering Algorithm. Appl. Soft Comput. 12(1): 302-312 (2012) - [j6]Ruochen Liu, Licheng Jiao
, Xiangrong Zhang, Yangyang Li:
Gene transposon based clone selection algorithm for automatic clustering. Inf. Sci. 204: 1-22 (2012) - [j5]Biao Hou, Xiangrong Zhang, Nan Li:
MPM SAR Image Segmentation Using Feature Extraction and Context Model. IEEE Geosci. Remote. Sens. Lett. 9(6): 1041-1045 (2012) - [c25]Ruochen Liu, Xiao Wang, Yangyang Li, Xiangrong Zhang:
Multi-objective Invasive Weed Optimization algortihm for clustering. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c24]Xiangrong Zhang, Erlei Zhang, Runxin Li:
Optimized feature extraction by immune clonal selection algorithm. IEEE Congress on Evolutionary Computation 2012: 1-6 - [c23]Xiangrong Zhang, Yaoguo Zheng, Jie Feng, Shuiping Gou:
SAR image change detection based on low rank matrix decomposition. IGARSS 2012: 6271-6274 - [c22]Shuyuan Yang, Yue Han, Xiangrong Zhang:
A sparse kernel representation method for image classification. IJCNN 2012: 1-7 - 2011
- [j4]Jie Feng, Licheng Jiao
, Xiangrong Zhang, Dongdong Yang:
Bag-of-Visual-Words Based on Clonal Selection Algorithm for SAR Image Classification. IEEE Geosci. Remote. Sens. Lett. 8(4): 691-695 (2011) - [c21]Xiangrong Zhang, Zemin Li, Biao Hou, Licheng Jiao
:
Spectral clustering based unsupervised change detection in SAR images. IGARSS 2011: 712-715 - [c20]Yanfeng Gu, Zhimin Cao, Ye Zhang, Xiangrong Zhang:
MUlti information based Ground Control Points selection method. IGARSS 2011: 4344-4347 - 2010
- [c19]Youbing Zhao, Gordon J. Clapworthy, Feng Dong, Xiangrong Zhang, Wei Chen, Marco Viceconti
:
iVolBrush: an intelligent interactive tool for efficient volume selection and editing. IITM 2010: 231-235 - [c18]Xiangrong Zhang, Feng Dong, Gordon Clapworthy, Youbing Zhao, Licheng Jiao
:
Semi-supervised Tissue Segmentation of 3D Brain MR Images. IV 2010: 623-628 - [c17]Xiangrong Zhang, Jie Yang, Biao Hou, Licheng Jiao
:
SAR image segmentation with entropy ranking based adaptive semi-supervised spectral clustering. SAR 2010: 78290L
2000 – 2009
- 2008
- [j3]Maoguo Gong
, Licheng Jiao
, Xiangrong Zhang:
A population-based artificial immune system for numerical optimization. Neurocomputing 72(1-3): 149-161 (2008) - [j2]Xiangrong Zhang, Licheng Jiao
, Fang Liu, Liefeng Bo, Maoguo Gong
:
Spectral Clustering Ensemble Applied to SAR Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 46(7): 2126-2136 (2008) - [j1]Licheng Jiao
, Yangyang Li, Maoguo Gong
, Xiangrong Zhang:
Quantum-Inspired Immune Clonal Algorithm for Global Optimization. IEEE Trans. Syst. Man Cybern. Part B 38(5): 1234-1253 (2008) - [c16]Xiaoxue Qian, Xiangrong Zhang, Licheng Jiao
, Wenping Ma:
Unsupervised texture image segmentation using multiobjective evolutionary clustering ensemble algorithm. IEEE Congress on Evolutionary Computation 2008: 3561-3567 - [c15]Chun Yang, Xiangrong Zhang, Licheng Jiao, Gaimei Wang:
Self-Tuning Semi-Supervised Spectral Clustering. CIS (1) 2008: 1-5 - 2007
- [c14]Xiangrong Zhang, Licheng Jiao
, Shuiping Gou:
SVMs ensemble for radar target recognition based on evolutionary feature selection. IEEE Congress on Evolutionary Computation 2007: 2804-2808 - [c13]Yi Gao, Rui Hu, Licheng Jiao, Weida Zhou, Xiangrong Zhang:
Recognition of SAR Occluded Targets Using SVM. MMM (2) 2007: 423-432 - 2006
- [c12]Xiangrong Zhang, Bin Lu, Shuiping Gou, Licheng Jiao:
Immune Multiobjective Optimization Algorithm for Unsupervised Feature Selection. EvoWorkshops 2006: 484-494 - [c11]Shuiping Gou, Qing Li, Xiangrong Zhang:
A New Dictionary Learning Method for Kernel Matching Pursuit. FSKD 2006: 776-779 - 2005
- [c10]Xiangrong Zhang, Shuang Wang, Tan Shan, Licheng Jiao:
Radar target recognition using SVMs with a wrapper feature selection driven by immune clonal algorithm. ESANN 2005: 577-582 - [c9]Tan Shan
, Shuang Wang, Xiangrong Zhang, Licheng Jiao:
Automatic Image Enhancement Driven by Evolution Based on Ridgelet Frame in the Presence of Noise. EvoWorkshops 2005: 304-313 - [c8]Xiangrong Zhang, Shuang Wang, Tan Shan
, Licheng Jiao:
Selective SVMs Ensemble Driven by Immune Clonal Algorithm. EvoWorkshops 2005: 325-333 - [c7]Tan Shan
, Xiangrong Zhang, Licheng Jiao:
Dual ridgelet frame constructed using biorthogonal wavelet basis. ICASSP (2) 2005: 997-1000 - [c6]Xiangrong Zhang, Tan Shan
, Shuang Wang, Licheng Jiao:
SAR Image Segmentation Using Kernel Based Spatial FCM. ICIAR 2005: 48-54 - [c5]Xiangrong Zhang, Licheng Jiao:
Simultaneous Feature Selection and Parameters Optimization for SVM by Immune Clonal Algorithm. ICNC (2) 2005: 905-912 - [c4]Tan Shan, Xiuli Ma, Xiangrong Zhang, Licheng Jiao:
A Review: Relationship Between Response Properties of Visual Neurons and Advances in Nonlinear Approximation Theory. ISNN (1) 2005: 51-56 - [c3]Tan Shan, Xiangrong Zhang, Shuang Wang, Licheng Jiao:
Image Representation in Visual Cortex and High Nonlinear Approximation. ISNN (1) 2005: 57-62 - 2004
- [c2]Tan Shan
, Xiangrong Zhang, Licheng Jiao:
A Brushlet-Based Feature Set Applied to Texture Classification. CIS 2004: 1175-1180 - [c1]Xiangrong Zhang, Tan Shan
, Licheng Jiao:
SAR Image Classification Based on Immune Clonal Feature Selection. ICIAR (2) 2004: 504-511
Coauthor Index
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