Camera-aware cluster-instance joint online learning for unsupervised person re-identification

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Zhaoru Chen, Zheyi Fan, Yiyu Chen, Yixuan Zhu

Published: 2024, Last Modified: 14 Nov 2025Pattern Recognit. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We propose a Camera-aware Cluster-Instance joint Online Learning (CCIOL) framework.•We propose Cluster-level Online Soft-label Generation (COSG) method.•We propose Instance-level Online Multi-label Generation (IOMG) method.•Our method can compete with the state-of-the-art unsupervised re-ID approaches.