Search Results for author: Xue Zhou

Found 6 papers, 4 papers with code

Learning Feature Fusion for Unsupervised Domain Adaptive Person Re-identification

1 code implementation19 May 2022 Jin Ding, Xue Zhou

Unsupervised domain adaptive (UDA) person re-identification (ReID) has gained increasing attention for its effectiveness on the target domain without manual annotations.

Unsupervised Domain Adaptation Unsupervised Domain Adaptationn +2

Rethinking the competition between detection and ReID in Multi-Object Tracking

4 code implementations23 Oct 2020 Chao Liang, Zhipeng Zhang, Xue Zhou, Bing Li, Shuyuan Zhu, Weiming Hu

However, the inherent differences and relations between detection and re-identification (ReID) are unconsciously overlooked because of treating them as two isolated tasks in the one-shot tracking paradigm.

 Ranked #1 on Multi-Object Tracking on HiEve (using extra training data)

Multi-Object Tracking

Adaptive Graph Representation Learning for Video Person Re-identification

1 code implementation5 Sep 2019 Yiming Wu, Omar El Farouk Bourahla, Xi Li, Fei Wu, Qi Tian, Xue Zhou

While correlations between parts are ignored in the previous methods, to leverage the relations of different parts, we propose an innovative adaptive graph representation learning scheme for video person Re-ID, which enables the contextual interactions between relevant regional features.

Graph Representation Learning Video-Based Person Re-Identification

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