Camera proxy based contrastive learning with hard sampling for unsupervised person re-identification

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A review of recent techniques for person re-identification

A Asperti, S Fiorilla, S Nardi, L Orsini - Machine Vision and Applications, 2025 - Springer
Abstract Person re-identification (ReId), a crucial task in surveillance, involves matching
individuals across different camera views. The advent of Deep Learning, especially …
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Improving Consistency of Proxy-Level Contrastive Learning for Unsupervised Person Re-Identification

Y Liu, M Qi, Y Zhang, Q Wu, J Wu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Recently, contrastive learning-based unsupervised person re-identification (Re-ID) methods
have garnered significant attention due to their effectiveness. These methods rely on …
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Adaptive Style Transfer Learning for Generalizable Person Re-identification

X Wang, K Zhang - … Conference on Multimedia and Expo (ICME …, 2024 - ieeexplore.ieee.org
Domain Generalization person re-identification (DG-ReID) is an emerging field with the
ability to excel in unseen domains and the promise for fast deployment. However, its training …
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