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Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics

Jan 13, 2020
Ling-Yu Duan, Jiaying Liu, Wenhan Yang, Tiejun Huang, Wen Gao


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Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach

Jan 10, 2020
Yueyu Hu, Shuai Yang, Wenhan Yang, Ling-Yu Duan, Jiaying Liu

* Project page: https://williamyang1991.github.io/projects/VCM-Face/ 

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An Emerging Coding Paradigm VCM: A Scalable Coding Approach Beyond Feature and Signal

Jan 09, 2020
Sifeng Xia, Kunchangtai Liang, Wenhan Yang, Ling-Yu Duan, Jiaying Liu


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Towards Digital Retina in Smart Cities: A Model Generation, Utilization and Communication Paradigm

Jul 31, 2019
Yihang Lou, Ling-Yu Duan, Yong Luo, Ziqian Chen, Tongliang Liu, Shiqi Wang, Wen Gao

* 6 pages, 6 figures 

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NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding

May 12, 2019
Jun Liu, Amir Shahroudy, Mauricio Perez, Gang Wang, Ling-Yu Duan, Alex C. Kot

* IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 

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SPLINE-Net: Sparse Photometric Stereo through Lighting Interpolation and Normal Estimation Networks

May 10, 2019
Qian Zheng, Yiming Jia, Boxin Shi, Xudong Jiang, Ling-Yu Duan, Alex C. Kot


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Skeleton-Based Online Action Prediction Using Scale Selection Network

Apr 03, 2019
Jun Liu, Amir Shahroudy, Gang Wang, Ling-Yu Duan, Alex C. Kot

* This paper has been accepted by T-PAMI. DOI: 10.1109/TPAMI.2019.2898954 

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Face Image Reflection Removal

Mar 03, 2019
Renjie Wan, Boxin Shi, Haoliang Li, Ling-Yu Duan, Alex C. Kot


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Feature Boosting Network For 3D Pose Estimation

Jan 15, 2019
Jun Liu, Henghui Ding, Amir Shahroudy, Ling-Yu Duan, Xudong Jiang, Gang Wang, Alex C. Kot


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Transfer Metric Learning: Algorithms, Applications and Outlooks

Oct 10, 2018
Yong Luo, Yonggang Wen, Ling-Yu Duan, Dacheng Tao

* 14 pages, 5 figures 

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CRRN: Multi-Scale Guided Concurrent Reflection Removal Network

May 30, 2018
Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot

* Accepted by CVPR 2018 

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Skeleton-Based Human Action Recognition with Global Context-Aware Attention LSTM Networks

Jan 11, 2018
Jun Liu, Gang Wang, Ling-Yu Duan, Kamila Abdiyeva, Alex C. Kot


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Compact Descriptors for Video Analysis: the Emerging MPEG Standard

Apr 26, 2017
Ling-Yu Duan, Vijay Chandrasekhar, Shiqi Wang, Yihang Lou, Jie Lin, Yan Bai, Tiejun Huang, Alex Chichung Kot, Wen Gao

* 4 figures, 4 tables 

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Improving Object Detection with Region Similarity Learning

Mar 01, 2017
Feng Gao, Yihang Lou, Yan Bai, Shiqi Wang, Tiejun Huang, Ling-Yu Duan

* 6 pages, 5 figures 

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Incorporating Intra-Class Variance to Fine-Grained Visual Recognition

Mar 01, 2017
Yan Bai, Feng Gao, Yihang Lou, Shiqi Wang, Tiejun Huang, Ling-Yu Duan

* 6 pages, 5 figures 

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