Clothes-Invariant Feature Learning by Causal Intervention for Clothes-Changing Person Re-identification

no code implementations • 10 May 2023 • Xulin Li, Yan Lu, Bin Liu, Yuenan Hou, Yating Liu, Qi Chu, Wanli Ouyang, Nenghai Yu

Clothes-invariant feature extraction is critical to the clothes-changing person re-identification (CC-ReID).

Clothes Changing Person Re-Identification

Counterfactual Intervention Feature Transfer for Visible-Infrared Person Re-identification

no code implementations • 1 Aug 2022 • Xulin Li, Yan Lu, Bin Liu, Yating Liu, Guojun Yin, Qi Chu, Jinyang Huang, Feng Zhu, Rui Zhao, Nenghai Yu

But we find existing graph-based methods in the visible-infrared person re-identification task (VI-ReID) suffer from bad generalization because of two issues: 1) train-test modality balance gap, which is a property of VI-ReID task.

counterfactual Person Re-Identification