Jian-Fang Hu

Email: hujf5@mail.sysu.edu.cn
Address: Room 301, Building 571, No. 135, XinGangXi Road

Short Bio
I will join Sun Yat-sen University, China as a Research Associate Professor, working closely with Prof. Wei-Shi Zheng, Jianhuang Lai, and Xiaohua Xie. Before that, I have obtained my PhD degree from the School of Mathematics, Sun Yat-sen University in December, 2016, co-advised by Prof. Jianhuang Lai and Prof. Wei-Shi Zheng. I also worked as a visiting student in Prof. Gang Wang's group at Nanyang Technological University, Singapore, from Sep. 2015 to Sep. 2016. My research interests are in computer vision and applied machine learning. Specifically, I mainly conduct reseaches on human-object interaction modeling, activity recognition (prediction), 3D face shape reconstruction, large margin learning, and deep learning. My CV(in Chinese) can be downloaded from here.

News  
Dec, 2016 Our codes for the TPAMI (CVPR2015) paper are completely available now.
Dec, 2016 Our extension work for our CVPR2015 work is accepted by TPAMI.
June, 2016 Our paper for RGB-D activity prediction is accepted by ECCV 2016.
Mar, 2015 Our paper for RGB-D activity recognition is accepted by CVPR 2015.
Feb, 2015 The PHOW features and SYSU HOI set involved in our TCSVT paper are available now!
Jan, 2015 I have extended the ICCV2013 work and it will be published in TCSVT.
   
Publications
 
Jian-Fang Hu, Wei-Shi Zheng, Jianhuang Lai, and Jianguo Zhang, "Jointly Learning Heterogeneous Features for RGB-D Activity Recognition", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol.39 (11), 2017, pp.2186-2200. PDF SUPP-PDF Codes & SYSU 3D HOI Set & Demo
Jiachi He, Jian-Fang Hu, Xi Lu, Wei-Shi Zheng, "Multi-Task Mid-Level Feature Learning for Micro-Expression Recognition", Pattern Recognition (PR), 66(6), 44-52 (2017).
Jian-Fang Hu, Wei-Shi Zheng, Lianyang Ma, Gang Wang, and Jianhuang Lai, "Real-time RGB-D Activity Prediction by Soft Regression", European Conference on Computer Vision (ECCV), 280-296 (2016). pdf. Prediction Results
Jian-Fang Hu, Wei-Shi Zheng, Xiaohua Xie, and Jianhuang Lai, "Sparse Transfer for Facial Shape-from-Shading", Pattern Recognition (PR), 68(8), 272-285 (2017). pdf,  Demo, code, project. 

Zhaoze Zhou, Wei-Shi Zheng, Jian-Fang Hu, Yong Xu, Jane You, " One-pass Online Learning: A Local Approach", Pattern Recognition (PR), 51, 346-357 (2016) . pdfcode.

Jian-Fang Hu, Wei-Shi Zheng, Jianhuang Lai, and Jianguo Zhang, "Jointly Learning Heterogeneous Features for RGB-D Activity Recognition", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 5344-5352 (2015)pdf

Jian-Fang Hu, Wei-Shi Zheng, Jianhuang Lai, Shaogang Gong, and Tao Xiang, "Exemplar-based Recognition of Human-Object Interactions", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 26 (4), 647-660 (2016) pdf, BibTexPHOW features (sports & PPMI set), SYSU Action Dataset, Project

Jian-Fang Hu, Wei-Shi Zheng, Jianhuang Lai, Shaogang Gong, and Tao Xiang, "Recognising Human-Object Interaction via Exemplar based Modelling", International Conference on Computer Vision (ICCV) , 3144-3151 (2013). Darling Harbour, Sydney.  pdf, BibTex
Jianfang Hu, Guocan Feng, Jianhuang Lai, and Wei-Shi Zheng, "Asymmetric Facial Shape based on Some Symmetry Assumptions", Chines Conference on Biometric Recognition (CCBR), 42-49 (2011).  VIDEO

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