Jin Gao (高晋)
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Biography
I am currently an assistant professor with the National Laboratory of Pattern Recognition (NLPR) at Institute of Automation Chinese Academy of Sciences (CASIA), Beijing, China. I received the PhD degree in pattern recognition and intelligent systems from the University of Chinese Academy of Sciences (UCAS) at CASIA in 2015. My advisor was Prof. Weiming Hu. I received my Bachelor's degree at Beihang University (BUAA), Beijing, China, in 2010.
My research interests are visual tracking, computer vision, machine learning, semi-supervised learning.
I am currently an assistant professor with the National Laboratory of Pattern Recognition (NLPR) at Institute of Automation Chinese Academy of Sciences (CASIA), Beijing, China. I received the PhD degree in pattern recognition and intelligent systems from the University of Chinese Academy of Sciences (UCAS) at CASIA in 2015. My advisor was Prof. Weiming Hu. I received my Bachelor's degree at Beihang University (BUAA), Beijing, China, in 2010.
My research interests are visual tracking, computer vision, machine learning, semi-supervised learning.
Awards
Merit Student, University of Chinese Academy of Sciences, 2013 - 2014
Merit Student, University of Chinese Academy of Sciences, 2013 - 2014
Publication list
Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking.
Weiming Hu, Jin Gao, Junliang Xing, Chao Zhang, Stephen Maybank.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016.
[PDF]
Transfer Learning Based Visual Tracking with Gaussian Processes Regression.
Jin Gao, Haibin Ling, Weiming Hu, Junliang Xing.
In European Conference on Computer Vision (ECCV), 2014.
[PDF] [TGPR_MatlabVersion] [TGPR_Supplementary_Material]
Discriminant Tracking Using Tensor Representation with Semi-supervised Improvement.
Jin Gao, Junliang Xing, Weiming Hu, Steve Maybank.
In International Conference on Computer Vision (ICCV), 2013.
[PDF]
Graph Embedding Based Semi-Supervised Discriminative Tracker.
Jin Gao, Junliang Xing, Weiming Hu, Xiaoqin Zhang.
In ICCV workshop on Visual Object Tracking Challenge (VOT), 2013.
[PDF]
Multi-object Tracking Under Occlusion Using Dual-Mode Graph Embedding.
Jin Gao, Junliang Xing, Weiming Hu, Xiaoqin Zhang, Ruiguang Hu.
In Asian Conference on Pattern Recognition (ACPR), 2013.
[PDF]
Robust Object Tracking with Online Multi-lifespan Dictionary Learning.
Junliang Xing, Jin Gao, Bing Li, Weiming Hu, Shuicheng Yan.
In International Conference on Computer Vision (ICCV), 2013.
[PDF]
Joint Scale-Spatial Correlation Tracking with Adaptive Rotation Estimation.
Mengdan Zhang, Junliang Xing, Jin Gao, Xinchu Shi, Qiang Wang, Weiming Hu.
In ICCV workshop on Visual Object Tracking Challenge (VOT), 2015.
[PDF]
Robust Visual Tracking Using Joint Scale-Spatial Correlation Filters.
Mengdan Zhang, Junliang Xing, Jin Gao, Weiming Hu.
In International Conference on Image Processing (ICIP), 2015.
[PDF]
The Visual Object Tracking VOT2013 Challenge Results.
..., Jin Gao, ...
In ICCV workshop on Visual Object Tracking Challenge (VOT), 2013.gaopami.pdf
[PDF]
Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking.
Weiming Hu, Jin Gao, Junliang Xing, Chao Zhang, Stephen Maybank.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016.
[PDF]
Transfer Learning Based Visual Tracking with Gaussian Processes Regression.
Jin Gao, Haibin Ling, Weiming Hu, Junliang Xing.
In European Conference on Computer Vision (ECCV), 2014.
[PDF] [TGPR_MatlabVersion] [TGPR_Supplementary_Material]
Discriminant Tracking Using Tensor Representation with Semi-supervised Improvement.
Jin Gao, Junliang Xing, Weiming Hu, Steve Maybank.
In International Conference on Computer Vision (ICCV), 2013.
[PDF]
Graph Embedding Based Semi-Supervised Discriminative Tracker.
Jin Gao, Junliang Xing, Weiming Hu, Xiaoqin Zhang.
In ICCV workshop on Visual Object Tracking Challenge (VOT), 2013.
[PDF]
Multi-object Tracking Under Occlusion Using Dual-Mode Graph Embedding.
Jin Gao, Junliang Xing, Weiming Hu, Xiaoqin Zhang, Ruiguang Hu.
In Asian Conference on Pattern Recognition (ACPR), 2013.
[PDF]
Robust Object Tracking with Online Multi-lifespan Dictionary Learning.
Junliang Xing, Jin Gao, Bing Li, Weiming Hu, Shuicheng Yan.
In International Conference on Computer Vision (ICCV), 2013.
[PDF]
Joint Scale-Spatial Correlation Tracking with Adaptive Rotation Estimation.
Mengdan Zhang, Junliang Xing, Jin Gao, Xinchu Shi, Qiang Wang, Weiming Hu.
In ICCV workshop on Visual Object Tracking Challenge (VOT), 2015.
[PDF]
Robust Visual Tracking Using Joint Scale-Spatial Correlation Filters.
Mengdan Zhang, Junliang Xing, Jin Gao, Weiming Hu.
In International Conference on Image Processing (ICIP), 2015.
[PDF]
The Visual Object Tracking VOT2013 Challenge Results.
..., Jin Gao, ...
In ICCV workshop on Visual Object Tracking Challenge (VOT), 2013.gaopami.pdf
[PDF]
Professional Activities:
- Journal Reviewer for IEEE TIP, CSVT, Elsevier CVIU, PR, Neural Computing, KSII Transactions on Internet and Information Systems.
- Conference Paper Reviewer for CVPR 2016, ECCV 2016, CVPR 2017.