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 …

Transformer-based person re-identification: a comprehensive review

PK Sarker, Q Zhao, MK Uddin - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
In the evolving landscape of surveillance and security applications, the task of person re-
identification (re-ID) has significant importance, but also presents notable difficulties. This …

CMOT: A cross-modality transformer for RGB-D fusion in person re-identification with online learning capabilities

H Mukhtar, MUG Khan - Knowledge-Based Systems, 2024 - Elsevier
Person re-identification (reID) is a crucial aspect of intelligent surveillance systems, enabling
the recognition of individuals across non-overlap** camera views. As compared to the …

Balanced active sampling for person re-identification

T He, L Shen, G Ding, Z Zhou, T Xu… - … on Multimedia and …, 2024 - ieeexplore.ieee.org
Active learning is attracting more and more attention in person re-identification (Re-ID), as it
is promising in the scalability of Re-ID models to satisfy performance with reduced labeling …

Spatio-Temporal Attention for Text-Video Retrieval

L Shen, S Zhao, Y Zhang, P Liu, Y Bao… - ACM Transactions on …, 2025 - dl.acm.org
Text-video retrieval, a fundamental task for associating textual descriptions with video
content, has become increasingly important in the video domain. Most existing methods …

YOLO-UniOW: Efficient Universal Open-World Object Detection

L Liu, J Feng, H Chen, A Wang, L Song, J Han… - arxiv preprint arxiv …, 2024 - arxiv.org
Traditional object detection models are constrained by the limitations of closed-set datasets,
detecting only categories encountered during training. While multimodal models have …

Cross Intra-Identity Instance Transformer for Generalizable Person Re-identification

Z Han, P Wu, X Zhang, R Xu, J Li - IEEE Access, 2024 - ieeexplore.ieee.org
Person re-identification (ReID) has made significant progress in recent years, but Domain
Generalization person re-identification (DG-ReID) remains a challenging task. Current DG …