Zhanxiang Feng — accepted AI-conference papers

2022

Modeling 3D Layout for Group Re-Identification

Quan Zhang, Kaiheng Dang, Jian-Huang Lai, Zhanxiang Feng, Xiaohua Xie

CVPR 2022poster

Group re-identification (GReID) attempts to correctly associate groups with the same members under different cameras. The main challenge is how to resist the membership and layout variations. Existing works attempt to incorporate layout modeling on the basis of appearance features to achieve robust…

Cited by 24 PDF ↗code ↗Scholar ↗

2022

Uncertainty Modeling with Second-Order Transformer for Group Re-identification

Quan Zhang, Jian-Huang Lai, Zhanxiang Feng, Xiaohua Xie

AAAI 2022technical

Group re-identification (G-ReID) focuses on associating the group images containing the same persons under different cameras. The key challenge of G-ReID is that all the cases of the intra-group member and layout variations are hard to exhaust. To this end, we propose a novel uncertainty modeling, w…

Cited by 22 Source ↗PDF ↗Scholar ↗