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Siwei Lyu
Publications
- 2023
- [c149]Xin Wang, Hui Guo, Shu Hu, Ming-Ching Chang, Siwei Lyu:
GAN-Generated Faces Detection: A Survey and New Perspectives. ECAI 2023: 2533-2542 - 2022
- [j38]Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu:
Robust Attentive Deep Neural Network for Detecting GAN-Generated Faces. IEEE Access 10: 32574-32583 (2022) - [j37]Wenbo Li, Yi Wei, Siwei Lyu, Ming-Ching Chang:
Simultaneous multi-person tracking and activity recognition based on cohesive cluster search. Comput. Vis. Image Underst. 214: 103301 (2022) - [j30]Lipeng Ke, Ming-Ching Chang, Honggang Qi, Siwei Lyu:
DetPoseNet: Improving Multi-Person Pose Estimation via Coarse-Pose Filtering. IEEE Trans. Image Process. 31: 2782-2795 (2022) - [c139]Shu Hu, Chun-Hao Liu, Jayanta Dutta, Ming-Ching Chang, Siwei Lyu, Naveen Ramakrishnan:
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems. CVPR Workshops 2022: 4389-4397 - [c137]Ehab A. AlBadawy, Andrew Gibiansky, Qing He, Jilong Wu, Ming-Ching Chang, Siwei Lyu:
Vocbench: A Neural Vocoder Benchmark for Speech Synthesis. ICASSP 2022: 881-885 - [c136]Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu:
Eyes Tell All: Irregular Pupil Shapes Reveal GAN-Generated Faces. ICASSP 2022: 2904-2908 - [c135]Mingzhen Huang, Shan Jia, Ming-Ching Chang, Siwei Lyu:
Text-Image De-Contextualization Detection Using Vision-Language Models. ICASSP 2022: 8967-8971 - [c128]Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu:
Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces. MIPR 2022: 224-227 - [i71]Xin Wang, Hui Guo, Shu Hu, Ming-Ching Chang, Siwei Lyu:
GAN-generated Faces Detection: A Survey and New Perspectives. CoRR abs/2202.07145 (2022) - [i69]Shu Hu, Chun-Hao Liu, Jayanta Dutta, Ming-Ching Chang, Siwei Lyu, Naveen Ramakrishnan:
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems. CoRR abs/2203.05983 (2022) - [i67]Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu:
Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces. CoRR abs/2205.06680 (2022) - 2021
- [j28]Yuezun Li, Ming-Ching Chang, Pu Sun, Honggang Qi, Junyu Dong, Siwei Lyu:
TransRPN: Towards the Transferable Adversarial Perturbations using Region Proposal Networks and Beyond. Comput. Vis. Image Underst. 213: 103302 (2021) - [j26]Ming-Ching Chang, Lipeng Ke, Honggang Qi, Longyin Wen, Siwei Lyu:
Fast Online Video Pose Estimation by Dynamic Bayesian Modeling of Mode Transitions. IEEE Trans. Cybern. 51(1): 2-15 (2021) - [c124]Shou-Fang Wu, Ming-Ching Chang, Siwei Lyu, Cheng-Shih Wong, Abhineet Kumar Pandey, Po-Chi Su:
FlagDetSeg: Multi-Nation Flag Detection and Segmentation in the Wild. AVSS 2021: 1-8 - [c123]Guangliang Zhao, Abhineet Kumar Pandey, Ming-Ching Chang, Siwei Lyu:
A Video Analytic System for Rail Crossing Point Protection. AVSS 2021: 1-8 - [c122]Yao-Hui Huang, Jun-Wei Hsieh, Ming-Ching Chang, Lipeng Ke, Siwei Lyu, Arpita Samanta Santra:
Multi-Teacher Single-Student Visual Transformer with Multi-Level Attention for Face Spoofing Detection. BMVC 2021: 125 - [c121]Bor-Shiun Wang, Jun-Wei Hsieh, Ping-Yang Chen, Ming-Ching Chang, Lipeng Ke, Siwei Lyu:
Learnable Discrete Wavelet Pooling (LDW-Pooling) for Convolutional Networks. BMVC 2021: 200 - [i51]Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu:
Eyes Tell All: Irregular Pupil Shapes Reveal GAN-generated Faces. CoRR abs/2109.00162 (2021) - [i50]Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu:
Robust Attentive Deep Neural Network for Exposing GAN-generated Faces. CoRR abs/2109.02167 (2021) - [i49]Jun-Wei Hsieh, Ming-Ching Chang, Bor-Shiun Wang, Ping-Yang Chen, Lipeng Ke, Siwei Lyu:
Learnable Discrete Wavelet Pooling (LDW-Pooling) For Convolutional Networks. CoRR abs/2109.06638 (2021) - [i48]Ehab A. AlBadawy, Andrew Gibiansky, Qing He, Jilong Wu, Ming-Ching Chang, Siwei Lyu:
VocBench: A Neural Vocoder Benchmark for Speech Synthesis. CoRR abs/2112.03099 (2021) - 2020
- [j24]Longyin Wen, Dawei Du, Zhaowei Cai, Zhen Lei, Ming-Ching Chang, Honggang Qi, Jongwoo Lim, Ming-Hsuan Yang, Siwei Lyu:
UA-DETRAC: A new benchmark and protocol for multi-object detection and tracking. Comput. Vis. Image Underst. 193: 102907 (2020) - [c107]Yi Wei, Wenbo Li, Yanbo Fan, Linghan Xu, Ming-Ching Chang, Siwei Lyu:
3D Single-Person Concurrent Activity Detection Using Stacked Relation Network. AAAI 2020: 12329-12337 - [c106]Yi Wei, Zhe Gan, Wenbo Li, Siwei Lyu, Ming-Ching Chang, Lei Zhang, Jianfeng Gao, Pengchuan Zhang:
MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network. ACCV (4) 2020: 661-678 - [c98]Yi Wei, Wenbo Li, Ming-Ching Chang, Hongxia Jin, Siwei Lyu:
Explainable and Efficient Sequential Correlation Network for 3D Single Person Concurrent Activity Detection. IROS 2020: 8970-8975 - [i40]Yi Wei, Zhe Gan, Wenbo Li, Siwei Lyu, Ming-Ching Chang, Lei Zhang, Jianfeng Gao, Pengchuan Zhang:
MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network. CoRR abs/2010.01424 (2020) - 2019
- [j20]Xin Wang, Ming-Ching Chang, Lan Wang, Siwei Lyu:
Efficient algorithms for graph regularized PLSA for probabilistic topic modeling. Pattern Recognit. 86: 236-247 (2019) - [c92]Yuezun Li, Longyin Wen, Ming-Ching Chang, Siwei Lyu:
Graph-to-Graph Energy Minimization for Video Object Segmentation. AVSS 2019: 1-8 - [c91]Yuezun Li, Xiao Bian, Ming-Ching Chang, Siwei Lyu:
Exploring the Vulnerability of Single Shot Module in Object Detectors via Imperceptible Background Patches. BMVC 2019: 218 - [c88]Milind Naphade, Zheng Tang, Ming-Ching Chang, David C. Anastasiu, Anuj Sharma, Rama Chellappa, Shuo Wang, Pranamesh Chakraborty, Tingting Huang, Jenq-Neng Hwang, Siwei Lyu:
The 2019 AI City Challenge. CVPR Workshops 2019: 452-460 - 2018
- [c77]Yuezun Li, Xiao Bian, Ming-Ching Chang, Longyin Wen, Siwei Lyu:
Pixel Offset Regression (POR) for Single-shot Instance Segmentation. AVSS 2018: 1-6 - [c76]Siwei Lyu, Ming-Ching Chang, Dawei Du, Wenbo Li, Yi Wei, Marco Del Coco, Pierluigi Carcagnì, Arne Schumann, Bharti Munjal, Dinh-Quoc-Trung Dang, Doo-Hyun Choi, Erik Bochinski, Fabio Galasso, Filiz Bunyak, Guna Seetharaman, Jang-Woon Baek, Jong Taek Lee, Kannappan Palaniappan, Kil-Taek Lim, Kiyoung Moon, Kwang-Ju Kim, Lars Sommer, Meltem Brandlmaier, Minsung Kang, Moongu Jeon, Noor M. Al-Shakarji, Oliver Acatay, Pyong-Kun Kim, Sikandar Amin, Thomas Sikora, Tien Ba Dinh, Tobias Senst, Vu-Gia-Hy Che, Young-Chul Lim, Young-min Song, Yun-Su Chung:
UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring. AVSS 2018: 1-6 - [c75]Yuezun Li, Daniel Tian, Ming-Ching Chang, Xiao Bian, Siwei Lyu:
Robust Adversarial Perturbation on Deep Proposal-based Models. BMVC 2018: 231 - [c74]Milind Naphade, Ming-Ching Chang, Anuj Sharma, David C. Anastasiu, Vamsi Jagarlamudi, Pranamesh Chakraborty, Tingting Huang, Shuo Wang, Ming-Yu Liu, Rama Chellappa, Jenq-Neng Hwang, Siwei Lyu:
The 2018 NVIDIA AI City Challenge. CVPR Workshops 2018: 53-60 - [c73]Ming-Ching Chang, Yi Wei, Nenghui Song, Siwei Lyu:
Video Analytics in Smart Transportation for the AIC'18 Challenge. CVPR Workshops 2018: 61-68 - [c71]Lipeng Ke, Ming-Ching Chang, Honggang Qi, Siwei Lyu:
Multi-Scale Structure-Aware Network for Human Pose Estimation. ECCV (2) 2018: 731-746 - [c70]Lipeng Ke, Honggang Qi, Ming-Ching Chang, Siwei Lyu:
Multi-Scale Supervised Network for Human Pose Estimation. ICIP 2018: 564-568 - [c68]Yi Wei, Ming-Ching Chang, Yiming Ying, Ser Nam Lim, Siwei Lyu:
Explain Black-box Image Classifications Using Superpixel-based Interpretation. ICPR 2018: 1640-1645 - [c64]Yuezun Li, Ming-Ching Chang, Siwei Lyu:
In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking. WIFS 2018: 1-7 - [i22]Lipeng Ke, Ming-Ching Chang, Honggang Qi, Siwei Lyu:
Multi-Scale Structure-Aware Network for Human Pose Estimation. CoRR abs/1803.09894 (2018) - [i17]Yuezun Li, Ming-Ching Chang, Siwei Lyu:
In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking. CoRR abs/1806.02877 (2018) - [i16]Wenbo Li, Ming-Ching Chang, Siwei Lyu:
Who did What at Where and When: Simultaneous Multi-Person Tracking and Activity Recognition. CoRR abs/1807.01253 (2018) - [i15]Lipeng Ke, Ming-Ching Chang, Honggang Qi, Siwei Lyu:
Multi-Scale Supervised Network for Human Pose Estimation. CoRR abs/1808.01623 (2018) - [i14]Yuezun Li, Daniel Tian, Ming-Ching Chang, Xiao Bian, Siwei Lyu:
Robust Adversarial Perturbation on Deep Proposal-based Models. CoRR abs/1809.05962 (2018) - 2017
- [j14]Longyin Wen, Zhen Lei, Ming-Ching Chang, Honggang Qi, Siwei Lyu:
Multi-Camera Multi-Target Tracking with Space-Time-View Hyper-graph. Int. J. Comput. Vis. 122(2): 313-333 (2017) - [c62]Siwei Lyu, Ming-Ching Chang, Dawei Du, Longyin Wen, Honggang Qi, Yuezun Li, Yi Wei, Lipeng Ke, Tao Hu, Marco Del Coco, Pierluigi Carcagnì, Dmitriy Anisimov, Erik Bochinski, Fabio Galasso, Filiz Bunyak, Guang Han, Hao Ye, Hong Wang, Kannappan Palaniappan, Koray Ozcan, Li Wang, Liang Wang, Martin Lauer, Nattachai Watcharapinchai, Nenghui Song, Noor M. Al-Shakarji, Shuo Wang, Sikandar Amin, Sitapa Rujikietgumjorn, Tatiana Khanova, Thomas Sikora, Tino Kutschbach, Volker Eiselein, Wei Tian, Xiangyang Xue, Xiaoyi Yu, Yao Lu, Yingbin Zheng, Yongzhen Huang, Yuqi Zhang:
UA-DETRAC 2017: Report of AVSS2017 & IWT4S Challenge on Advanced Traffic Monitoring. AVSS 2017: 1-7 - [c61]Wenbo Li, Longyin Wen, Ming-Ching Chang, Ser Nam Lim, Siwei Lyu:
Adaptive RNN Tree for Large-Scale Human Action Recognition. ICCV 2017: 1453-1461 - [c59]Shengkun Li, Dawei Du, Longyin Wen, Ming-Ching Chang, Siwei Lyu:
Hybrid structure hypergraph for online deformable object tracking. ICIP 2017: 1127-1131 - [c56]Milind Naphade, David C. Anastasiu, Anuj Sharma, Vamsi Jagrlamudi, Hyeran Jeon, Kaikai Liu, Ming-Ching Chang, Siwei Lyu, Jerry Zeyu Gao:
The NVIDIA AI City Challenge. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-6 - [c55]Yi Wei, Nenghui Song, Lipeng Ke, Ming-Ching Chang, Siwei Lyu:
Street object detection / tracking for AI city traffic analysis. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-5 - 2016
- [c54]Xin Wang, Ming-Ching Chang, Yiming Ying, Siwei Lyu:
Co-Regularized PLSA for Multi-Modal Learning. AAAI 2016: 2166-2172 - [c51]Yueming Yang, Ming-Ching Chang, Longyin Wen, Peter H. Tu, Honggang Qi, Siwei Lyu:
Efficient large-scale photometric reconstruction using Divide-Recon-Fuse 3D Structure from Motion. AVSS 2016: 180-186 - 2015
- [c47]Ming-Ching Chang, Honggang Qi, Xin Wang, Hong Cheng, Siwei Lyu:
Fast Online Upper Body Pose Estimation from Video. BMVC 2015: 104.1-104.12 - [c44]Yelin Kim, Jixu Chen, Ming-Ching Chang, Xin Wang, Emily Mower Provost, Siwei Lyu:
Modeling transition patterns between events for temporal human action segmentation and classification. FG 2015: 1-8 - [c39]Yueming Yang, Ming-Ching Chang, Peter H. Tu, Siwei Lyu:
Seeing as it happens: Real time 3D video event visualization. ICIP 2015: 2875-2879 - [i2]Longyin Wen, Dawei Du, Zhaowei Cai, Zhen Lei, Ming-Ching Chang, Honggang Qi, Jongwoo Lim, Ming-Hsuan Yang, Siwei Lyu:
DETRAC: A New Benchmark and Protocol for Multi-Object Tracking. CoRR abs/1511.04136 (2015)
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