Search Results for author: Qianyan Jing

Found 3 papers, 1 papers with code

Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-Identification

1 code implementation12 Dec 2021 Lin Wan, Qianyan Jing, Zongyuan Sun, Chuang Zhang, Zhihang Li, Yehansen Chen

Much of that is due to the notorious modality bias training issue brought by the single-modality ImageNet pre-training, which might yield RGB-biased representations that severely hinder the cross-modality image retrieval.

Contrastive Learning Cross-Modality Person Re-identification +3

G2DA: Geometry-Guided Dual-Alignment Learning for RGB-Infrared Person Re-Identification

no code implementations15 Jun 2021 Lin Wan, Zongyuan Sun, Qianyan Jing, Yehansen Chen, Lijing Lu, Zhihang Li

Specifically, we propose to build a semantic-aligned complete graph into which all cross-modality images can be mapped via a pose-adaptive graph construction mechanism.

graph construction Graph Learning +4

Neural Feature Search for RGB-Infrared Person Re-Identification

no code implementations CVPR 2021 Yehansen Chen, Lin Wan, Zhihang Li, Qianyan Jing, Zongyuan Sun

RGB-Infrared person re-identification (RGB-IR ReID) is a challenging cross-modality retrieval problem, which aims at matching the person-of-interest over visible and infrared camera views.

feature selection Person Re-Identification +1

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