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Video Analytics
- 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)
- Adversarial Pairwise Reverse Attention for Camera Performance Imbalance in Person Re-identification: New Dataset and Metrics
Eugene P.W. Ang, Shan Lin, Rahul Ahuja, Nemath Ahmed, and Alex C. Kot, 16-19 Oct 2022, IEEE International Conference on Image Processing (ICIP) 2022
- 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) 2021 - Skeleton 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) 2021 - Skeleton-based Relational Reasoning for Group Activity Analysis
Mauricio Lisboa Perez, Jun Liu, Alex C. Kot, Pattern Recognition (PR), 8 Oct 2021 - Dense Events Grounding in Video
Peijun Bao, Qian Zheng, Yadong Mu, 35th AAAI Conference on Artificial Intelligence (AAAI) 2021 - Interaction 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) 2020 - Collaborative 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) 2020 - Multi-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) 2019 - Feature 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) 2019 - Skeleton-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) 2019 - A Scale Adaptive Network for Crowd Counting
Youmei Zhang, Chunluan Zhou, Faliang Chang, Alex C Kot, Neurocomputing Vol 362, Pages 139-146, 14 Oct 2019 - Multi-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 2019 - AANet: Attribute Attention Network for Person Re-Identifications
Chiat-Pin Tay, Sharmili Roy, Kim-Hui Yap, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 - Scale-Aware Attention Network for Crowd Counting
Rahul Rama Varior, Bing Shuai, Joe Tighe, Davide Modolo 2019 - Attention 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) 2019 - NTU 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) 2018 - Skeleton-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, 2018 - Deformable Pose Traversal Convolution for 3D Action and Gesture Recognition
Junwu Weng, Mengyuan Liu, Xudong Jiang, Junsong Yuan, European Conference on Computer Vision (ECCV) 2018 - SSNet: 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) 2018 - Skeleton-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) 2018 - Dual 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) 2018 - Multi-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) 2018 - Towards 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) 2018 - Multimodal data fusion for sensitive scene localization
Daniel Moreira, Sandra Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha, Information Fusion 2018 - Stack-Captioning: Coarse-to-Fine Learning for Image Captioning
Jiuxiang Gu, Jianfei Cai, Gang Wang, Tsuhan Chen, 32nd AAAI Conference on Artificial Intelligence (AAAI) 2018 - Unpaired 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), 2017 - Skeleton 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) 2017 - Deep 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) 2017 - Skeleton-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) 2017 - Common Action Discovery and Localization in Unconstrained Videos
Jiong Yang, Junsong Yuan, Internaltional Conference on Computer Vision (ICCV) 2017 - Global 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) 2017 - Leveraging 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) 2017 - Temporal 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) 2017 - An Empirical Study of Language CNN for Image Captioning
Jiuxiang Gu, Gang Wang, Jianfei Cai, Tsuhan Chen, Internaltional Conference on Computer Vision (ICCV) 2017 - Episodic 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) 2016 - Efficient 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) 2016 - Action 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) 2016 - Person Reidentification Using Multiple Egocentric Views
Anirban Chakraborty, Bappaditya Mandal, Junsong Yuan, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2016 - Learning Invariant Color Features for Person Re-Identification
Rahul Rama Varior, Gang Wang, Jiwen Lu, Ting Liu, IEEE Transactions on Image Processing (TIP) 2016 - Gated Siamese Convolutional Neural Network Architecture for Human Re-Identification
Rahul Rama Varior, Mrinal Haloi, Gang Wang 2016 - A 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 2016 - Pornography 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 2016 - DAG-Recurrent Neural Networks For Scene Labeling
Bing Shuai, Zhen Zuo, Gang Wang and Bing Wang, CVPR, 2016 - Discovering Class-Specific Spatial Layouts for Scene Recognition
Chaoqun Weng, Hongxing Wang, Junsong Yuan, Xudong Jiang, IEEE Signal Processing Letters (SPL) 2016 - LBP-Structure Optimization With Symmetry and Uniformity Regularizations for Scene Classification
Jianfeng Ren, Xudong Jiang, Junsong Yuan, IEEE Signal Processing Letters (SPL) 2016 - Scene 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 2015 - Video Tacking using Learned Hierarchical Features
Li Wang, Ting Liu, Gang Wang, Kap Luk Chan and Qingxiong Yang; IEEE Transactions on Image Processing 2015 - Exploiting Privileged Information from Web Data for Action and Event Recognition
Li Niu, Wen Li, Dong Xu, International Journal of Computer Vision (IJCV) 2015 - Multimodal 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) 2014 - Pedestrian 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) 2014 - Tracklet 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) 2013 - Video 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 2013 - Abnormal 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
- Max-Margin Structured Output Regression for Spatio-Temporal Action Localization
Tran Du; Junsong Yuan, Advanes in Neural Information Processing Systems (NIPS) 2012
- Sparse Reconstruction Cost for Abnormal Event Detection
Yang Cong, Junsong Yuan & Ji Liu, IEEE Computer Vision and Pattern Recognition (CVPR) 2011 - Optimal Spatio-Temporal Path Discovery for Video Event Detection
Du Tran; Junsong Yuan, IEEE Computer Vision and Pattern Recognition (CVPR) 2011