no code implementations • 21 Aug 2023 • Qizao Wang, Xuelin Qian, Bin Li, Yanwei Fu, xiangyang xue
In this paper, we rethink the role of the classifier in person Re-ID, and advocate a new perspective to conceive the classifier as a projection from image features to class prototypes.
no code implementations • 21 Aug 2023 • Qizao Wang, Xuelin Qian, Bin Li, Ying Fu, Yanwei Fu, xiangyang xue
Images with similar so-called fine-grained attributes (e. g., clothes and viewpoints) are encouraged to cluster together.
Ranked #2 on Person Re-Identification on PRCC (mAP metric)
1 code implementation • Asian Conference on Computer Vision (ACCV) 2023 • Qizao Wang, Xuelin Qian, Yanwei Fu, xiangyang xue
In this paper, we first design a novel Shape Semantics Embedding (SSE) module to encode body shape semantic information, which is one of the essential clues to distinguish pedestrians when their clothes change.