Journal Papers
- Heng Zhao, KH Yap and Alex C Kot, “JDNet: A Joint-Learning Distilled Network for Mobile Visual Food Recognition, in the IEEE Journal of Selected Topics in Signal Processing, 2020
- Zhuo Chen, F Kai, Weisi Lin, LY Duan, SQ Wang and A C Kot, “Intermediate Deep Feature compression: Toward Intelligent Sensing, “ in the IEEE Transactions on Image Processing, 2019
- HL Li, SJ Pan, S Wang, AC Kot, "Heterogeneous Domain Adaptation via Non-linear Matrix Factorization," in the IEEE Transactions on Neural Networks and Learning Systems, 2019
- TY Zhang, GS Lin, JF Cai and AC Kot, "Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation," in the IEEE Transactions on Multimedia, 2019
- Jun Liu, Amir Shahroudy, Gang Wang, Ling-Yu Duan, Alex C. Kot, “Skeleton-Based Online Action Prediction Using Scale Selection Network,” in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 [PREMIA Best Student Paper Silver Award 2019]
- Jun Liu, Amir Shahroudy, Mauricio Lisboa Perez, Gang Wang, Ling-Yu Duan, Alex C. Kot, “A Large-Scale Benchmark for 3D Human Activity Understanding,” IEEE Transactions on Pattern Analysis and Machine Intelligence Special Issue (TPAMI-SI) 2019. [PREMIA Best Student Paper Honorable Mention Award 2019]
- Jun Liu, Henghui Ding, Amir Shahroudy, Ling-Yu Duan, Xudong Jiang, Gang Wang, Alex C. Kot, “Feature Boosting Network for 3D Pose Estimation,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019. [PREMIA Best Student Paper Honorable Mention Award 2019]
- Li, P He, S Wang, A Rocha, X jiang and A C Kot, “Learning Generalized Deep Feature Representation for Face Anti-spoofing,” in IEEE Transactions on Information Forensics & Security, 13 (10), 2639-2652, 2018
- L Y Duan, Vijay, Y H Lou, J Lin, Y Bai, T J Huang, A C Kot, and W Gao, “Compact Descriptors for Video Analysis: the Emerging MPEG Standard,” in IEEE MultiMedia, 2018
- Z Lu, X Jiang and A C Kot, “Deep Coupled ResNet for Low-Resolution Face Recognition,” in IEEE Signal Processing Letters, 2018
- R Wan, B Shi, L Y Duan, A H Tan and A C Kot, “Region-Aware Reflection Removal with Unified Content and Gradient Priors,” in IEEE Transactions on Image Processing, 27(6), 2927-2941, 2018
- H Li, W Li, H Cao, S Wang, F Huang and A C Kot, “Unsupervised Domain Adaptation for Face Anti-Spoofing,” in IEEE Transactions on Information Forensics & Security, 13(7), 1794-1809, 2018
- L Y Duan, W Sun, XF Zhang, SQ Wang, J Chen, JZ Yin, S See, TJ Huang, A C Kot and W Gao, “Fast MPEG-CDVS Encoder with GPU-CPU Hybrid Computing,” in IEEE Trans on Image Processing, 27 (5), 2201-2216, 2018
- J Liu, G Wang, LY Duan, K Abdiyeva and A C Kot, “Skeleton based human action recognition with global context-aware attention LSTM networks, “ in IEEE Trans on Image Processing, 27 (4), 1586-1599, 2018
- J Liu, Amit, G Wang, L Y Duan and A C Kot, "Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates," IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 40, Issue 12, page: 3007-3021, 2018.
Book Chapter
- A C Kot, H J Yang and H Cao, “Methodology, Techniques, and Applications: Multimedia Security”, Multimedia Image and Video Processing, Second Edition, CRC Press Book, (in press) 2012
- A C Kot and H Cao, “Image and Video Source Class Identification”, Digital Image Forensic, Springer, (in press) 2012
- W M Koo and A C Kot, “Curvature-Based Singular Points Detection”, Audio-and Video-Based Biometric Person Authentication, Lecture Notes in Computer Science, (2091), Halmstad, Sweden, pp 229-234, June 2001.
- "THE THRESHOLD EFFECT IN SIGNAL PROCESSING ALGORITHMS WHICH USE AN ESTIMATED SUBSPACE," IN SVD AND SIGNAL PROCESSING II, FRANCE, ELSEVIER SCIENCE PUBLISHERS, B V, 1991, PP 301-320. (WITH TUFTS and VACCARO)
Conference Papers
- Zhuo Chen, F Kui, S Q Wang, WS Lin, LY Duan and A C Kot, “Lossy Intermediate Deep Learning Feature Compression and Evaluation,” in ACMMM 2019, Nice, France, October, 2019
- Huijing Zhan, Boxin Shi, Jiawei Chen, Qian Zheng, Lingyu Duan and A C Kot, “Fashion Recommendation on Street Images,” in IEEE ICIP 2019, Taipei, Taiwan, September 2019
- Qian Zheng, Boxin Shi, Xudong Jiang, Ling-Yu Duan and A C. Kot, “Denoising Adversarial Networks for Rain Removal and Reflection Removal,” in IEEE ICIP 2019, Taipei, Taiwan, September 2019
- HL Li, S Wang, RJ Wan and A C Kot, “Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding,” in AAAI, Honolulu, Hawaii, USA, 2019
- D Shyam, C Athalye, and A C Kot, “Abandoned Object Detection,” International Conference on Multimedia and Expo (ICME), San Diego, CA, USA, 1-6, July, 2018
- J Si, H Zhang, C G Li, J Kuen, X Kong, A C Kot, and G Wang, “Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification,” Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, June, 2018
- J Liu, A Shahroudy, G Wang, L Y Duan, and A C Kot, “SSNet: Scale Selection Network for Online 3D Action Prediction,” Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, June, 2018
- H Li, S J Pan, S Wang, and A C Kot, “Domain Generalization with Adversarial Feature Learning,” Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, June, 2018
- R Wan, B Shi, L Y Duan, A H Tan, and A C Kot, “CRRN: Multi-Scale guided Concurrent Reflection Removal,” Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, June, 2018
- Shan Lin, Haoliang Li, Chang-Tsun Li and Alex C. Kot, ''Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification,", in Proceeding of The British Machine Vision Conference (BMVC), 2018
- J Liu, G Wang, P Hu, L Y Duan and A C Kot, “Global Context-Aware Attention LSTM Networks for 3D Action Recognition,” Computer Vision and Pattern Recognition (CVPR), 7, 43, Hawaii, USA, July, 2017
- H. Zhan, B. Shi and Alex C. Kot, “Street-to-Shop Shoe Retrieval”, in British Machine Vision Conference (BMVC), United Kingdom, October 2017.
- R J Wan, B X Shi, L Y Duan and A C Kot, “Benchmarking Single-Image Reflection Removal Algorithms,” International Conference on Computer Vision (ICCV), Venice, Italy, October, 2017
- H J Zhan, B X Shi and A C Kot, “Street-to-Shop Shoe Retrieval with Multi-Scale Viewpoint Invariant Triplet Network,” IEEE International Conference on Image Processing (ICIP), Beijing, China, September 2017
- R.J. Wan, S.Q. Wang, B.X. Shi and Alex C. Kot, “Sparsity based REflextion Removal using External Patch Search,” in IEEE International Conference on Multimedia and Expo (ICME), Special Session, 1500-1505, Hong Kong, July 2017.
- H.J. Zhan, B.X. Shi and Alex C. Kot, “Fashion Analysis with a Subordinate Attribute Classification Network,” in IEEE International Conference on Multimedia and Expo (ICME), Special Session, 1506-1511, Hong Kong, July 2017.
- Lu Ze, Xudong Jiang, and Alex C. Kot. ‘’ A novel LBP-based Color descriptor for face recognition,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March 2017
- Huijing Zhan, Boxin Shi, and Alex C. Kot. “Cross-Domain Shoe Retrieval Using a Three-Level Deep Feature Representation”, IEEE International Symposium on Circuits & Systems (ISCAS). May 2017
- Y Lou, Y Bai, J Lin, S Wang, J Chen, V Chandrasekhar, LY Duan, “Compact deep invariant descriptors for video retrieval,” in Data Compression Conference (DCC), Salt Lake City, 420-429, 2017
- Y Bai, J Lin, V Chandrasekhar, Y Lou, S Wang, LY Duan, T Huang, A Kot, “Deep regional feature pooling for video matching,” in Image Processing (ICIP), 2017 IEEE International Conference on, 380-384, 2017
Patents
- Alex C Kot, H J Yang and J Liu, “Method and System of Data Hiding for Binary Images Using Morphological Binary Wavelet Transform,” filed on November 2005.
- Alex C. Kot, H J Yang and H P Lu, “Method, Software and Device for Hiding Data in Binary Images While Preserving Image Quality,” US patent pending, filed on 21 May 2004.