About Me

I'm Yutian Lin, a third year PhD student at University of Technology Sydeney(UTS), under the supervision of Prof. Yi Yang and Dr. Liang Zheng. I received my B.E from School of Computer Science and Technology, Zhejiang University in 2016. My works focus on person re-ID and related applications.

Email: yutian.lin@student.uts.edu.au / yutianlin477@gmail.com

News

One papers was accepted to CVPR 2020.
One paper was accepted to TIP.
One paper was accepted to AAAI 2019 (oral). [PDF][Code]

Works

Unsupervised Person Re-identification via Softened Similarity Learning

Yutian Lin, Lingxi Xie, Yu Wu, Chenggang Yan, Qi Tian
CVPR, 2020

Unsupervised Person Re-identification via Cross-camera Similarity Exploration

Yutian Lin, Yu Wu, Chenggang Yan, Mingliang Xu, Yi Yang
TIP, 2020
[PDF][Bibtex]

A Bottom-Up Clustering Approach to Unsupervised Person Re-identification

Yutian Lin, Xuanyi Dong, Liang Zheng, Yan Yan, Yi Yang
AAAI (oral), 2019
[PDF][Code][Bibtex]

Improving Person Re-identification by Attribute and Identity Learning

Yutian Lin, Liang Zheng, Zhedong Zheng, Yu Wu, Zhilan Hu, Chenggang Yan, Yi Yang
Pattern Recognition, 2019
[PDF][Dataset1][Dataset2][Bibtex]

Progressive Learning for Person Re-Identification with One Example

Yu Wu, Yutian Lin, Xuanyi Dong, Yan Yan, Wei Bian, Yi Yang
IEEE Transactions on Image Processing (TIP), 2019
[PDF][Code][Dataset][Bibtex]

Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning

Yu Wu, Yutian Lin, Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang
CVPR, 2018
[PDF][Code][Bibtex]

Bayesian Query Expansion for Multi-Camera Person Re-identification

Yutian Lin, Zhedong Zheng, Hong Zhang, Chenqiang Gao, Yi Yang
Pattern Recognition Letters, 2018
[PDF][Bibtex]