Beyond Triplet Loss: Person Re-Identification With Fine-Grained Difference-Aware Pairwise Loss

Person Re-IDentification (ReID) aims at re-identifying persons from different viewpoints across multiple cameras. Capturing the fine-grained appearance differences is often the key to accurate person ReID, because many identities can be differentiated only when looking into these fine-grained differ...

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Veröffentlicht in:	IEEE transactions on multimedia 2022, Vol.24, p.1665-1677
Hauptverfasser:	Yan, Cheng, Pang, Guansong, Bai, Xiao, Liu, Changhong, Ning, Xin, Gu, Lin, Zhou, Jun
Format:	Artikel
Sprache:	eng
Schlagworte:	Benchmark testing Feature extraction Fine-grained difference Gallium nitride Identities pairwise loss person re-identification Pose estimation representation learning Semantics Task analysis Training triplet loss
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