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TSG: Target-Selective Gradient Backprop for Probing CNN Visual Saliency


Oct 11, 2021
Lin Cheng, Pengfei Fang, Yanjie Liang, Liao Zhang, Chunhua Shen, Hanzi Wang

* Submitted to IEEE Transactions on Image Processing 

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Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition


Apr 21, 2021
Delian Ruan, Yan Yan, Shenqi Lai, Zhenhua Chai, Chunhua Shen, Hanzi Wang

* accepted to CVPR 2021 

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Hierarchical Representation via Message Propagation for Robust Model Fitting


Dec 29, 2020
Shuyuan Lin, Xing Wang, Guobao Xiao, Yan Yan, Hanzi Wang


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Robust Visual Tracking via Statistical Positive Sample Generation and Gradient Aware Learning


Nov 09, 2020
Lijian Lin, Haosheng Chen, Yanjie Liang, Yan Yan, Hanzi Wang

* ACM MM Asia2019 
* 6 pages 

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Dual Semantic Fusion Network for Video Object Detection


Sep 16, 2020
Lijian Lin, Haosheng Chen, Honglun Zhang, Jun Liang, Yu Li, Ying Shan, Hanzi Wang

* ACM Multimedia 2020 
* 9 pages,6 figures 

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Correlation filter tracking with adaptive proposal selection for accurate scale estimation


Jul 14, 2020
Luo Xiong, Yanjie Liang, Yan Yan, Hanzi Wang

* 6 pages, 14 figures 

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Real-Time High-Performance Semantic Image Segmentation of Urban Street Scenes


Apr 03, 2020
Genshun Dong, Yan Yan, Chunhua Shen, Hanzi Wang


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Learning Object Scale With Click Supervision for Object Detection


Feb 20, 2020
Liao Zhang, Yan Yan, Lin Cheng, Hanzi Wang


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End-to-end Learning of Object Motion Estimation from Retinal Events for Event-based Object Tracking


Feb 14, 2020
Haosheng Chen, David Suter, Qiangqiang Wu, Hanzi Wang

* 9 pages, 3 figures 

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Asynchronous Tracking-by-Detection on Adaptive Time Surfaces for Event-based Object Tracking


Feb 13, 2020
Haosheng Chen, Qiangqiang Wu, Yanjie Liang, Xinbo Gao, Hanzi Wang

* Proceedings of the 27th ACM International Conference on Multimedia (MM '19). 2019, Nice, France. ACM, New York, NY, USA 
* 9 pages, 5 figures 

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Hypergraph Optimization for Multi-structural Geometric Model Fitting


Feb 13, 2020
Shuyuan Lin, Guobao Xiao, Yan Yan, David Suter, Hanzi Wang


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Deep Multi-task Multi-label CNN for Effective Facial Attribute Classification


Feb 10, 2020
Longbiao Mao, Yan Yan, Jing-Hao Xue, Hanzi Wang


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Joint Deep Learning of Facial Expression Synthesis and Recognition


Feb 06, 2020
Yan Yan, Ying Huang, Si Chen, Chunhua Shen, Hanzi Wang


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Hallucinated Adversarial Learning for Robust Visual Tracking


Jun 17, 2019
Qiangqiang Wu, Zhihui Chen, Lin Cheng, Yan Yan, Bo Li, Hanzi Wang

* Visual object tracking, data hallucination 

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DSNet: Deep and Shallow Feature Learning for Efficient Visual Tracking


Nov 06, 2018
Qiangqiang Wu, Yan Yan, Yanjie Liang, Yi Liu, Hanzi Wang

* To appear at ACCV 2018. 14 pages, 8 figures 

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Multi-task Learning of Cascaded CNN for Facial Attribute Classification


May 03, 2018
Ni Zhuang, Yan Yan, Si Chen, Hanzi Wang


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Multi-label Learning Based Deep Transfer Neural Network for Facial Attribute Classification


May 03, 2018
Ni Zhuang, Yan Yan, Si Chen, Hanzi Wang, Chunhua Shen


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Superpixel-guided Two-view Deterministic Geometric Model Fitting


May 03, 2018
Guobao Xiao, Hanzi Wang, Yan Yan, David Suter

* International Journal of Computer Vision (IJCV),2018 

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A Fast Face Detection Method via Convolutional Neural Network


Mar 27, 2018
Guanjun Guo, Hanzi Wang, Yan Yan, Jin Zheng, Bo Li

* 11 figures, 30 pages, To appear in Neurocomputing 

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A New Target-specific Object Proposal Generation Method for Visual Tracking


Mar 27, 2018
Guanjun Guo, Hanzi Wang, Yan Yan, Hong-Yuan Mark Liao, Bo Li

* 14pages,11figures, Submited to IEEE Transactions on Cybernetisc 

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Single Image Super-Resolution via Cascaded Multi-Scale Cross Network


Feb 24, 2018
Yanting Hu, Xinbo Gao, Jie Li, Yuanfei Huang, Hanzi Wang

* 12 pages,11 figures 

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Searching for Representative Modes on Hypergraphs for Robust Geometric Model Fitting


Feb 04, 2018
Hanzi Wang, Guobao Xiao, Yan Yan, David Suter

* IEEE Transactions on Pattern Analysis and Machine Intelligence,2018 

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Automatic Image Cropping for Visual Aesthetic Enhancement Using Deep Neural Networks and Cascaded Regression


Jan 14, 2018
Guanjun Guo, Hanzi Wang, Chunhua Shen, Yan Yan, Hong-Yuan Mark Liao

* 13 pages, 13 figures, To appear in IEEE Transactions on Multimedia, 2017 

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Revisiting Graph Construction for Fast Image Segmentation


Dec 02, 2017
Zizhao Zhang, Fuyong Xing, Hanzi Wang, Yan Yan, Ying Huang, Xiaoshuang Shi, Lin Yang

* To appear in PR 

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Object Discovery via Cohesion Measurement


Apr 28, 2017
Guanjun Guo, Hanzi Wang, Wan-Lei Zhao, Yan Yan, Xuelong Li

* IEEE Transactions on Cybernetics (2017) 1-14 
* 14 pages, 14 figures 

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Superpixel-based Two-view Deterministic Fitting for Multiple-structure Data


Jul 20, 2016
Guobao Xiao, Hanzi Wang, Yan Yan, David Suter

* Accepted by European Conference on Computer Vision (ECCV) 

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Hypergraph Modelling for Geometric Model Fitting


Jul 11, 2016
Guobao Xiao, Hanzi Wang, Taotao Lai, David Suter

* Pattern Recognition, 2016 

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Learning Hough Regression Models via Bridge Partial Least Squares for Object Detection


Mar 26, 2016
Jianyu Tang, Hanzi Wang, Yan Yan

* Neurocomputing, 2015,152(3):236-249 

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