Transformer for object re-identification: A survey

M Ye, S Chen, C Li, WS Zheng, D Crandall… - International Journal of …, 2024 - Springer
Abstract Object Re-identification (Re-ID) aims to identify specific objects across different
times and scenes, which is a widely researched task in computer vision. For a prolonged …

Features reconstruction disentanglement cloth-changing person re-identification

Z Chen, Y Ge, Q Yue - International Conference on Intelligent Computing, 2024 - Springer
Cloth-changing person re-identification (CC-ReID) aims to retrieve specific pedestrians in a
cloth-changing scenario. Its main challenge is to disentangle the clothing-related and …

Clothing-invariant contrastive learning for unsupervised person re-identification

Z Pang, L Zhao, C Wang - Neural Networks, 2024 - Elsevier
Clothing change person re-identification (CC-ReID) aims to match images of the same
person wearing different clothes across diverse scenes. Leveraging biological features or …

Exploring fine-grained representation and recomposition for cloth-changing person re-identification

Q Wang, X Qian, B Li, X Xue… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Cloth-changing person Re-IDentification (Re-ID) is a particularly challenging task, suffering
from two limitations of inferior discriminative features and limited training samples. Existing …

Activity-biometrics: Person identification from daily activities

S Azad, YS Rawat - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
In this work we study a novel problem which focuses on person identification while
performing daily activities. Learning biometric features from RGB videos is challenging due …

Robust auxiliary modality is beneficial for video-based cloth-changing person re-identification

Y Chen, T Tuo, L Guo, R Zhang, Y Wang… - Image and Vision …, 2024 - Elsevier
The core of video-based cloth-changing person re-identification is the extraction of cloth-
irrelevant features, such as body shape, face, and gait. Most current methods rely on …

Rethinking clothes changing person ReID: Conflicts, synthesis, and optimization

J Li, G Wang, F Yu, Y Yan, Q Jia, S Ding… - arxiv preprint arxiv …, 2024 - arxiv.org
Clothes-changing person re-identification (CC-ReID) aims to retrieve images of the same
person wearing different outfits. Mainstream researches focus on designing advanced …

Clothes-changing person re-identification with feasibility-aware intermediary matching

J Zhao, R Hou, H Chang, X Gu, B Ma, S Shan… - arxiv preprint arxiv …, 2024 - arxiv.org
Current clothes-changing person re-identification (re-id) approaches usually perform
retrieval based on clothes-irrelevant features, while neglecting the potential of clothes …

Situational diversity in video person re-identification: introducing MSA-BUPT dataset

R Zhao, J Liu, Z Zhao, Z He, F Su - Complex & Intelligent Systems, 2024 - Springer
Thanks to the success of deep learning over the past few years, the video person re-
identification (ReID) algorithms have achieved high accuracy on multiple public benchmark …

Multiple Information Prompt Learning for Cloth-Changing Person Re-Identification

S Wei, Z Gao, C Ma, Y Zhao, W Guan… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Cloth-changing person re-identification is a subject closer to the real world, which focuses
on solving the problem of person re-identification after pedestrians change clothes. The …