Diverse Deep Feature Ensemble Learning for Omni-Domain Generalized Person Reidentification Eugene Ang, Shan Lin, and Alex Kot, 2024 9th International Conference on Multimedia and Image Processing (ICMIP) Color Space Learning for Cross-Color Person Re-Identification Jiahao Nie, Shan Lin, and Alex Kot, 2024 IEEE Conference on Multimedia Expo (ICME)Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization Siyuan Yang, Jun Liu, Shijian Lu, Er Meng Hwa, Yongjian Hu, and Alex C. Kot, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching Siyuan Yang, Jun Liu, Shijian Lu, Er Meng Hwa, and Alex C. Kot, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)A Unified Deep Semantic Expansion Framework for Domain-Generalized Person Re-Identification Eugene P.W. Ang, Shan Lin, Alex C Kot, Neurocomputing
Cross-Modal Label Contrastive Learning for Unsupervised Audio-Visual Event Localization Peijun Bao, Meng Hwa Er, Boon Poh Ng, and Alex C. Kot, 37th AAAI Conference on Artificial Intelligence (AAAI 2023)Temporal Coherent Test-Time Optimization for Robust Video Classification Chenyu Yi, Siyuan Yang, Yufei Wang, Haoliang Li, Yap-Peng Tan, and Alex C. Kot, 2023 International Conference on Learning Representations (ICLR)
DEX: Domain Embedding Expansion for Generalized Person Re-identification SEugene Ang, Shan Lin, and Alex C. Kot, 22-25 Nov 2021, The 32nd
British Machine Vision Conference (BMVC) 2021Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning Siyuan Yang, Jun Liu, Shijian Lu, Er Meng Hwa, Alex C. Kot, 11-17 Oct 2021, IEEE International
Conference on Computer Vision (ICCV) 2021Skeleton-based Relational Reasoning for Group Activity Analysis Mauricio Lisboa Perez, Jun Liu, Alex C. Kot, Pattern Recognition (PR), 8 Oct 2021Dense Events Grounding in Video Peijun Bao, Qian Zheng, Yadong Mu, 35th AAAI Conference on Artificial Intelligence (AAAI) 2021Interaction Relational Network for Mutual Action Recognition Mauricio Lisboa Perez, Jun Liu, and A C Kot, IEEE Transactions on Multimedia (TMM) 2021
Collaborative Learning of Gesture Recognition and 3D Hand Post Estimation with Multi-Order Feature Analysis Siyuan Yang, Jun Liu, Shijian
Lu, Meng Hwa Er, Alex C. Kot, 23-28 Aug 2020, 2020 The European Conference on Computer Vision (ECCV 2020)Multi-Domain Adversarial Feature Generalization for Person Re-Identification Shan Lin, CT Li, and A C Kot, IEEE Transactions on Image Processing (TIP) 2020Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis Siyuan Yang, Jun Liu, Shijian
Lu, Meng Hwa Er, Alex C Kot, The European Conference on Computer Vision (ECCV 2020) (Spotlight Paper) 2020Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras Styles, O., Guha, T, Sanchez, V. and Kot, A, Precognition Workshop, CVPR-W 2020. [Best Student Paper Award] 2020
Detection of Real-world Fights in Surveillance Videos Mauricio Perez, Alex C. Kot, Anderson Rocha, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2019Feature Boosting Network For 3D Pose Estimation Jun Liu, Henghui Ding, Amir Shahroudy, Ling-Yu Duan, Xudong Jiang, Gang Wang, Alex C. Kot,IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2019Skeleton-Based Online Action Prediction Using Scale Selection Network Jun Liu, Amir Shahroudy, Gang Wang, Ling-Yu Duan, Alex C. Kot, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2019A Scale Adaptive Network for Crowd Counting Youmei Zhang, Chunluan Zhou, Faliang Chang, Alex C Kot, Neurocomputing Vol 362,
Pages 139-146, 14 Oct 2019Multi-Resolution Attention Convolutional Neural Network for Crowd Counting Youmei Zhang, Chunluan Zhou, Faliang Chang, Alex C Kot, Neurocomputing Vol 329, Pages 144-152, 15 Feb 2019AANet: Attribute Attention Network for Person Re-Identifications Chiat-Pin Tay, Sharmili Roy, Kim-Hui Yap, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019Scale-Aware Attention Network for Crowd Counting Rahul Rama Varior, Bing Shuai, Joe Tighe, Davide Modolo 2019Attention Driven Person Re-Identification Fan Yang, Ke Yan, Shijian Lu, Huizhu Jia, Xiaodong Xie, Wen Gao, Pattern Recognition, Vol 86, Feb (https://arxiv.org/abs/1810.05866 ) 2019NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding Jun Liu, Amir Shahroudy, Mauricio Lisboa Perez, Gang Wang, Ling-Yu Duan, Alex Kot Chichung,IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2019
Abandoned Object Detection Using Pixel-Based Finite State Machine and Single Shot Multibox Detector Devadeep Shyam, Alex Kot, and Chinmayee Athalye, IEEE International Conference on Multimedia and Expo (ICME) 2018Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates Jun Liu, Amir Shahroudy, Dong Xu, Alex C. Kot, Gang Wang, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI),
Volume 40, Issue 12, page: 3007-3021, 2018Deformable Pose Traversal Convolution for 3D Action and Gesture Recognition Junwu Weng, Mengyuan Liu, Xudong Jiang, Junsong Yuan, European Conference on Computer Vision (ECCV) 2018SSNet: Scale selection network for online 3D action prediction Jun Liu, Amir Shahroudy, Gang Wang, Ling-Yu Duan, Alex C. Kot, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018Skeleton-Based Human Action Recognition With Global Context-Aware Attention LSTM Networks Jun Liu, Gang Wang, Ling-Yu Duan, Kamila Abdiyeva, Alex C. Kot, IEEE Transactions on Image Processing, VOL. 27, NO. 4, APRIL
2018 (TIP)Recurrent Spatial Pyramid CNN for Optical Flow Estimation Ping Hu, Gang Wang, Yap-peng Tan, IEEE Transactions on Multimedia (TMM) 2018Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification Jianlou Si, Honggang Zhang, Chun-Guang Li, Jason Kuen, Xiangfei Kong,
Alex C. Kot, Gang Wang, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), (https://arxiv.org/abs/1803.09937 ) 2018Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification Shan Lin, Haoliang Li, Chang-Tsun Li, Alex Chichung Kot, British Machine
Vision Conference(BMVC) (https://arxiv.org/abs/1807.01440) 2018Towards Achieving Robust Low-level and High-level Scene Parsing B. Shuai, H. Ding, T. Liu, G. Wang, X.D. Jiang, IEEE Transactions on Image Processing (TIP) 2018Multimodal data fusion for sensitive scene localization Daniel Moreira, Sandra Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha, Information Fusion 2018Stack-Captioning: Coarse-to-Fine Learning for Image Captioning Jiuxiang Gu, Jianfei Cai, Gang Wang, Tsuhan Chen, 32nd AAAI Conference on Artificial Intelligence (AAAI) 2018Unpaired Image Captioning by Language Pivoting Jiuxiang Gu, Shafiq Joty, Jianfei Cai, Gang Wang, European Conference on Computer Vision (ECCV) 2018
Action Proposals Using Hierarchical Clustering of Super-Ttrajectories T. Zhang, L. Niu, J. Cai and A. Kot, accepted by Visual Communications and Image Processing
(VCIP), 2017Skeleton Based Human Action Recognition with Global Context-Aware Attention LSTM Networks Jun Liu, Gang Wang, Ling-Yu Duan, Kamila Abdiyeva, Alex C. Kot, IEEE Transactions on Image Processing (TIP) 2017Deep Multimodal Feature Analysis for Action Recognition In RGB+ D Videos Amir Shahroudy, Tian-Tsong Ng, Yihong Gong, Gang Wang, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2017Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates Jun Liu, Amir Shahroudy,Dong Xu, Alex C. Kot, Gang Wang, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
2017Common Action Discovery and Localization in Unconstrained Videos Jiong Yang, Junsong Yuan, Internaltional Conference on Computer Vision (ICCV) 2017Global Context-Aware Attention LSTM Networks For 3D Action Recognition Jun Liu, Gang Wang, Ping Hu, Ling-Yu Duan, Alex C. Kot, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017Leveraging Deep Neural Networks to Fight Child Pornography in the Age of Social Media Paulo Vitorino, Sandra Avila, Mauricio Perez, Anderson Rocha, Journal of Visual Communication and Image Representation (JVCIR)
2017Temporal Robust Features for Violence Detection Daniel Moreira, Sandra Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha, IEEE Winter Conference on Applications of Computer Vision (WACV) 2017An Empirical Study of Language CNN for Image Captioning Jiuxiang Gu, Gang Wang, Jianfei Cai, Tsuhan Chen, Internaltional Conference on Computer Vision (ICCV) 2017Episodic CAMN: Contextual Attention-Based Memory Networks with Iterative Feedback for Scene Labeling Abrar H. Abdulnabi, Bing Shuai, Stefan Winkler, Gang Wang, IEEE Conference on Computer Vision and Pattern
Recognition (CVPR) 2017
Spatio-Temporal LSTM with Trust Gates For 3D Human Action Recognition Jun Liu, Amir Shahroudy, Dong Xu, Gang Wang, The 14th European Conference on Computer Vision (ECCV 2016)NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis Amir Shahroudy, Jun Liu, Tian-Tsong Ng, and Gang Wang, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016Efficient Object Feature Selection for Action Recognition Tianyi Zhang, Yu Zhang, Jianfei Cai, Alex C. Kot, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2016Action and Event Recognition in Videos by Learning from Heterogeneous Web Sources Li Niu, Xinxing Xu, Lin Chen, Lixin Duan, Dong Xu, IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 2016Person Reidentification Using Multiple Egocentric Views Anirban Chakraborty, Bappaditya Mandal, Junsong Yuan, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2016Learning Invariant Color Features for Person Re-Identification Rahul Rama Varior, Gang Wang, Jiwen Lu, Ting Liu, IEEE Transactions on Image Processing (TIP) 2016Gated Siamese Convolutional Neural Network Architecture for Human Re-Identification Rahul Rama Varior, Mrinal Haloi, Gang Wang 2016A Siamese Long Short-Term Memory Architecture for Human Re-identification Rahul Rama Varior, Bing Shuai, Jiwen Lu, Dong Xu, Gang Wang 2016 Video Pornography Detection Through Deep Learning Techniques and Motion Information Mauricio Perez, Sandra Avila, Daniel Moreira, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha,
Neurocomputing 2016Pornography Classification: The Hidden Clues in Video Space–Time Daniel Moreira, Sandra Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha, Forensic Science International 2016DAG-Recurrent Neural Networks For Scene Labeling Bing Shuai, Zhen Zuo, Gang Wang and Bing Wang, CVPR, 2016Discovering Class-Specific Spatial Layouts for Scene Recognition Chaoqun Weng, Hongxing Wang, Junsong Yuan, Xudong Jiang, IEEE Signal Processing Letters (SPL) 2016LBP-Structure Optimization With Symmetry and Uniformity Regularizations for Scene Classification Jianfeng Ren, Xudong Jiang, Junsong Yuan, IEEE Signal Processing Letters (SPL) 2016Scene Parsing with Integration of Parametric and Non-parametric Models Shuai Bing, Zhen Zuo, Gang Wang, and Bing Wang, IEEE Transactions on Image Processing (TIP) 2016
Hierarchical Invariant Feature Learning with Marginalization for Person Re-Identification Rahul Rama Varior, Gang Wang, accepted in IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2015 A Data-Driven Color Feature Learning Scheme for Image Retrieval Rahul Rama Varior, Gang Wang 2015 Visual Tracking Using Learned Color Features Ting Liu, Rahul Rama Varior, Gang Wang; IEEE Conference on Acoustics, Speech and Signal Processing (ICASSP) 2015 Real-Time Part-Based Visual Tracking Via Adaptive Correlation Filters Ting Liu, Gang Wang, Qingxiong Yang, 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015)Visual Tracking via Temporally Smooth Sparse Coding Ting Liu, Gang Wang, Li Wang, Kap Luk Chan; IEEE Signal Processing Letters 2015Video Tacking using Learned Hierarchical Features Li Wang, Ting Liu, Gang Wang, Kap Luk Chan and Qingxiong Yang; IEEE Transactions on Image Processing 2015Exploiting Privileged Information from Web Data for Action and Event Recognition Li Niu, Wen Li, Dong Xu, International Journal of Computer Vision (IJCV) 2015Multimodal Multipart Learning for Action Recognition in Depth Videos Amir Shahroudy, Tian-Tsong Ng, Qingxiong Yang, and Gang Wang, accepted in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2015
Multi-modal Feature Fusion for Action Recognition in {RGB-D} Sequences Amir Shahroudy, Gang Wang , Tian Tsong Ng, International Symposium on Communications, Control, and Signal Processing (ISCCSP) 2014Pedestrian Detection in Highly Crowded Scenes Using "Online" Dictionary Learning for Occlusion Handling Bing Wang, Chan Kap Luk, Gang Wang, Zhang Haijian, IEEE International Conference on Image Processing
(ICIP) 2014Tracklet Association by Online Target-Specific Metric Learning and Coherent Dynamics Estimation Bing Wang, Gang Wang, Kap Luk Chan, and Li Wang, IEEE International Conference on Computer Vision and Pattern
Recognition (CVPR) 2014
Robust Part-Based Hand Gesture Recognition Using Kinect Sensor Zhou Ren, Junsong Yuan, Jingjing Meng, Zhengyou Zhang, IEEE Transactions on Multimedia (TMM) 2013Video Anomaly Search in Crowded Scenes via Spatio-Temporal Motion Context Yang Cong, Junsong Yuan, Yandong Tang, IEEE Transactions on Information Forensics Security, Volume 8, Issue 10, pp. 1590 - 1599, Jul 2013Abnormal Event Detection in Crowded Scenes using Sparse Representation Yang Cong, Junsong Yuan, Ji Liu, Pattern Recognition,Volume 46, Issue 7, pp.1851 - 1864, Jul 2013