A review on video person re-identification based on deep learning

H Ma, C Zhang, Y Zhang, Z Li, Z Wang, C Wei - Neurocomputing, 2024 - Elsevier
Abstract Person Re-Identification (ReID) is an essential technology for matching a person
across non-overlap** cameras. It has attracted increasing attention in recent years due to …

Salient-to-broad transition for video person re-identification

S Bai, B Ma, H Chang, R Huang… - Proceedings of the …, 2022 - openaccess.thecvf.com
Due to the limited utilization of temporal relations in video re-id, the frame-level attention
regions of mainstream methods are partial and highly similar. To address this problem, we …

Multidirection and multiscale pyramid in transformer for video-based pedestrian retrieval

X Zang, G Li, W Gao - IEEE Transactions on Industrial …, 2022 - ieeexplore.ieee.org
In video surveillance, pedestrian retrieval (also called person reidentification) is a critical
task. This task aims to retrieve the pedestrian of interest from nonoverlap** cameras …

An adaptive interference removal framework for video person re-identification

H Tao, Q Duan, J An - … Transactions on Circuits and Systems for …, 2023 - ieeexplore.ieee.org
Video person re-identification (V-ReID) can leverage rich spatial-temporal information
embedded in sequence data to achieve better accuracy. However, it is vulnerable to the …

Multi-granularity graph pooling for video-based person re-identification

H Pan, Y Chen, Z He - Neural Networks, 2023 - Elsevier
The video-based person re-identification (ReID) aims to identify the given pedestrian video
sequence across multiple non-overlap** cameras. To aggregate the temporal and spatial …

Overview of deep learning based pedestrian attribute recognition and re-identification

D Wu, H Huang, Q Zhao, S Zhang, J Qi, J Hu - Heliyon, 2022 - cell.com
Pedestrian attribute recognition (PAR) and re-identification (ReID) are important works in the
area of computer vision, which are widely used in intelligent surveillance and are of great …

Magic tokens: Select diverse tokens for multi-modal object re-identification

P Zhang, Y Wang, Y Liu, Z Tu… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Single-modal object re-identification (ReID) faces great challenges in maintaining
robustness within complex visual scenarios. In contrast multi-modal object ReID utilizes …

Event-guided person re-identification via sparse-dense complementary learning

C Cao, X Fu, H Liu, Y Huang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Video-based person re-identification (Re-ID) is a prominent computer vision topic due to its
wide range of video surveillance applications. Most existing methods utilize spatial and …

Multi-stage spatio-temporal aggregation transformer for video person re-identification

Z Tang, R Zhang, Z Peng, J Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In recent years, the Transformer architecture has shown its superiority in the video-based
person re-identification task. Inspired by video representation learning, these methods …