黄厚景
I am currently a Ph.D. candidate at Institute of Automation, Chinese Academy of Sciences (CASIA), advised by Prof. Kaiqi Huang. I received the B.E. degree from the South China University of Technology (SCUT), in 2015. My research interest is deep learning based computer vision, with focus on person re-identification, human parsing and attribute recognition.
[ Google Scholar ] [ Github ] [ Email ]
Improve Person Re-Identification with Part Awareness Learning
Houjing Huang, Wenjie Yang, Jinbin Lin, Guan Huang, Jiamiao Xu, Guoli Wang, Xiaotang Chen, and Kaiqi Huang
IEEE Transactions on Image Processing (TIP), 2020
[ Paper ] [ Code ]
Human Parsing Based Alignment with Multi-Task Learning for Occluded Person Re-Identification
Houjing Huang, Xiaotang Chen, and Kaiqi Huang
IEEE International Conference on Multimedia and Expo (ICME), 2020
[ Paper ] [ Code ]
Proxy Task Learning for Cross-Domain Person Re-Identification
Houjing Huang, Xiaotang Chen, and Kaiqi Huang
IEEE International Conference on Multimedia and Expo (ICME), 2020
[ Paper ] [ Code ]
End-to-End Thorough Body Perception for Person Search
Kun Tian, Houjing Huang, Yun Ye, Shiyu Li, Jinbin Lin, and Guan Huang
AAAI Conference on Artificial Intelligence (AAAI), 2020
[ Paper ]
Towards Rich Feature Discovery with Class Activation Maps Augmentation for Person Re-Identification
Wenjie Yang, Houjing Huang, Zhang Zhang, Xiaotang Chen, Kaiqi Huang, and Shu Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
[ Paper ]
Adversarially Occluded Samples for Person Re-Identification
Houjing Huang, Dangwei Li, Zhang Zhang, Xiaotang Chen, and Kaiqi Huang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
[ Paper ] [ Code ]
The full list of my publications can be found in Google Scholar.
Several of my projects provide detailed and high-performance implementation of representative algorithms in person re-identification. These projects have attracted much attention on the Github platform, each with hundreds of stars.
[ AlignedReID ]
Detailed re-implementation of paper AlignedReID: Surpassing Human-Level Performance in Person Re-Identification.
[ TripletLoss ]
High-performance re-implementation of paper In Defense of the Triplet Loss for Person Re-Identification.
[ EANet ]
Modular and extensible implementation of paper EANet: Enhancing Alignment for Cross-Domain Person Re-identification.
[ Beyond-Part-Models ]
High-performance re-implementation of paper Beyond Part Models: Person Retrieval with Refined Part Pooling.
2015.09 - Present
Ph.D. in Computer Vision
Institute of Automation, Chinese Academy of Sciences (CASIA), Beijing, China
2011.09 - 2015.07
B.E. in Information Engineering
South China University of Technology (SCUT), Guangzhou, China