Learning shape representations for clothing variations in person re-identification

YJ Li, Z Luo, X Weng, KM Kitani - arXiv preprint arXiv:2003.07340, 2020 - arxiv.org
Person re-identification (re-ID) aims to recognize instances of the same person contained in
multiple images taken across different cameras. Existing methods for re-ID tend to rely …

Learning shape representations for person re-identification under clothing change

YJ Li, X Weng, KM Kitani - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Person re-identification (re-ID) aims to recognize instances of the same person contained in
multiple images taken across different cameras. Existing methods for re-ID tend to rely …

Long-term cloth-changing person re-identification

X Qian, W Wang, L Zhang, F Zhu, Y Fu… - Proceedings of the …, 2020 - openaccess.thecvf.com
Person re-identification (Re-ID) aims to match a target person across camera views at
different locations and times. Existing Re-ID studies focus on the short-term cloth-consistent …

Apparel-invariant feature learning for person re-identification

Z Yu, Y Zhao, B Hong, Z Jin, J Huang… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
With the rise of deep learning methods, person Re-Identification (ReID) performance has
been improved tremendously in many public datasets. However, most public ReID datasets …

[PDF][PDF] Clothing-change feature augmentation for person re-identification

K Han, S Gong, Y Huang, L Wang… - Proceedings of the IEEE …, 2023 - eecs.qmul.ac.uk
Clothing-change person re-identification (CC Re-ID) aims to match the same person who
changes clothes across cameras. Current methods are usually limited by the insufficient …

When person re-identification meets changing clothes

F Wan, Y Wu, X Qian, Y Chen… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
Person re-identification (ReID) is now an active research topic for AI-based video
surveillance applications such as specific person search, but the practical issue that the …

Deep shape-aware person re-identification for overcoming moderate clothing changes

J Chen, WS Zheng, Q Yang, J Meng… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Although person re-identification (person re-id) has advanced substantially in recent years,
most methods are based on the assumption that the identities would not change clothes …

Co-attention aligned mutual cross-attention for cloth-changing person re-identification

Q Wang, X Qian, Y Fu, X Xue - Proceedings of the Asian …, 2022 - openaccess.thecvf.com
Person re-identification (Re-ID) has been widely studied and achieved significant progress.
However, traditional person Re-ID methods primarily rely on cloth-related color appearance …

Cocas: A large-scale clothes changing person dataset for re-identification

S Yu, S Li, D Chen, R Zhao, J Yan… - Proceedings of the …, 2020 - openaccess.thecvf.com
Recent years have witnessed great progress in person re-identification (re-id). Several
academic benchmarks such as Market1501, CUHK03 and DukeMTMC play important roles …

Celebrities-reid: A benchmark for clothes variation in long-term person re-identification

Y Huang, Q Wu, J Xu, Y Zhong - 2019 International Joint …, 2019 - ieeexplore.ieee.org
This paper considers person re-identification (re-ID) in the case of long-time gap (ie, long-
term re-ID) that concentrates on the challenge of clothes variation of each person. We …