May 16, 2024, 4:45 a.m. | Jiahao Nie, Shan Lin, Alex C. Kot

cs.CV updates on arXiv.org arxiv.org

arXiv:2405.09487v1 Announce Type: new
Abstract: The primary color profile of the same identity is assumed to remain consistent in typical Person Re-identification (Person ReID) tasks. However, this assumption may be invalid in real-world situations and images hold variant color profiles, because of cross-modality cameras or identity with different clothing. To address this issue, we propose Color Space Learning (CSL) for those Cross-Color Person ReID problems. Specifically, CSL guides the model to be less color-sensitive with two modules: Image-level Color-Augmentation and …

arxiv color cs.cv identification person space type

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