Person Re-Identification

Literatures of Person Re-Identification (Re-ID, 行人重识别).

Other Awesome Lists

• bismex/Awesome-person-re-identification

Surveys

• Survey on Deep Learning Techniques for Person Re-Identification Task. Bahram Lavi, et al. arXiv 2018. [Paper]

• Deep learningbased methods for person re-identification: A comprehensive review. Di Wu, et al. Neurocomputing 2019. [Paper]

• 基于深度学习的行人重识别研究进展. 罗浩, et al. 自动化学报 2019. [Paper]

• Deep Learning for Person Re-identification: A Survey and Outlook. Mang Ye, et al. arXiv 2020. [Paper] [Code]

• NEU-Gou/awesome-reid-dataset

Approaches

UDA

Papers that focus on Unsupervised Domain Adaptation (UDA).

• Hierarchical Clustering with Hard-batch Triplet Loss for Person Re-identification. Kaiwei Zeng, et al. CVPR 2020. [Paper]

• AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification. Yunpeng Zhai, et al. CVPR 2020. [Paper]

• Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification. Yixiao Ge, et al. ICLR 2020. [Paper] [Code] [Blog]