Occluded person re-identification with deep learning: a survey and perspectives

E Ning, C Wang, H Zhang, X Ning, P Tiwari - Expert systems with …, 2024 - Elsevier
Person re-identification (Re-ID) technology plays an increasingly crucial role in intelligent
surveillance systems. Widespread occlusion significantly impacts the performance of person …

Pose-driven deep convolutional model for person re-identification

C Su, J Li, S Zhang, J **ng, W Gao… - Proceedings of the …, 2017 - openaccess.thecvf.com
Feature extraction and matching are two crucial components in person Re-Identification
(ReID). The large pose deformations and the complex view variations exhibited by the …

Spindle net: Person re-identification with human body region guided feature decomposition and fusion

H Zhao, M Tian, S Sun, J Shao, J Yan… - Proceedings of the …, 2017 - openaccess.thecvf.com
Person re-identification (ReID) is an important task in video surveillance and has various
applications. It is non-trivial due to complex background clutters, varying illumination …

Re-ranking person re-identification with k-reciprocal encoding

Z Zhong, L Zheng, D Cao, S Li - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
When considering person re-identification (re-ID) as a retrieval process, re-ranking is a
critical step to improve its accuracy. Yet in the re-ID community, limited effort has been …

Part-aligned bilinear representations for person re-identification

Y Suh, J Wang, S Tang, T Mei… - Proceedings of the …, 2018 - openaccess.thecvf.com
Comparing the appearance of corresponding body parts is essential for person re-
identification. As body parts are frequently misaligned between the detected human boxes …

Deeply-learned part-aligned representations for person re-identification

L Zhao, X Li, Y Zhuang, J Wang - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
In this paper, we address the problem of person re-identification, which refers to associating
the persons captured from different cameras. We propose a simple yet effective human part …

Alignedreid: Surpassing human-level performance in person re-identification

X Zhang, H Luo, X Fan, W **ang, Y Sun, Q **ao… - arxiv preprint arxiv …, 2017 - arxiv.org
In this paper, we propose a novel method called AlignedReID that extracts a global feature
which is jointly learned with local features. Global feature learning benefits greatly from local …

Person re-identification: Past, present and future

L Zheng, Y Yang, AG Hauptmann - arxiv preprint arxiv:1610.02984, 2016 - arxiv.org
Person re-identification (re-ID) has become increasingly popular in the community due to its
application and research significance. It aims at spotting a person of interest in other …

Pose-normalized image generation for person re-identification

X Qian, Y Fu, T **ang, W Wang, J Qiu… - Proceedings of the …, 2018 - openaccess.thecvf.com
Person Re-identification (re-id) faces two major challenges: the lack of cross-view paired
training data and learning discriminative identity-sensitive and view-invariant features in the …