Good is bad: Causality inspired cloth-debiasing for cloth-changing person re-identification

Z Yang, M Lin, X Zhong, Y Wu… - Proceedings of the …, 2023 - openaccess.thecvf.com
Entangled representation of clothing and identity (ID)-intrinsic clues are potentially
concomitant in conventional person Re-IDentification (ReID). Nevertheless, eliminating the …

Joint object detection and multi-object tracking with graph neural networks

Y Wang, K Kitani, X Weng - 2021 IEEE international conference …, 2021 - ieeexplore.ieee.org
Object detection and data association are critical components in multi-object tracking (MOT)
systems. Despite the fact that the two components are dependent on each other, prior works …

3d multi-object tracking: A baseline and new evaluation metrics

X Weng, J Wang, D Held, K Kitani - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
3D multi-object tracking (MOT) is an essential component for many applications such as
autonomous driving and assistive robotics. Recent work on 3D MOT focuses on developing …

Deepchange: A long-term person re-identification benchmark with clothes change

P Xu, X Zhu - Proceedings of the IEEE/CVF International …, 2023 - openaccess.thecvf.com
Long-term re-id with clothes change is a challenging problem in surveillance AI. Currently,
its major bottleneck is that this field is still missing a large realistic benchmark. In this work …

[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 …

Cloth-changing person re-identification from a single image with gait prediction and regularization

X Jin, T He, K Zheng, Z Yin, X Shen… - Proceedings of the …, 2022 - openaccess.thecvf.com
Cloth-Changing person re-identification (CC-ReID) aims at matching the same person
across different locations over a long-duration, eg, over days, and therefore inevitably has …

Learning 3d shape feature for texture-insensitive person re-identification

J Chen, X Jiang, F Wang, J Zhang… - Proceedings of the …, 2021 - openaccess.thecvf.com
It is well acknowledged that person re-identification (person ReID) highly relies on visual
texture information like clothing. Despite significant progress has been made in recent years …

Dcr-reid: Deep component reconstruction for cloth-changing person re-identification

Z Cui, J Zhou, Y Peng, S Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Person re-identification (Re-ID) plays an important role in many areas such as robotics,
multimedia and forensics. However, it becomes difficult when considering long-term …

Win-win by competition: Auxiliary-free cloth-changing person re-identification

Z Yang, X Zhong, Z Zhong, H Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Recent person Re-IDentification (ReID) systems have been challenged by changes in
personnel clothing, leading to the study of Cloth-Changing person ReID (CC-ReID) …

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 …