2024
DOI: 10.1609/aaai.v38i6.28391
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QAGait: Revisit Gait Recognition from a Quality Perspective

Zengbin Wang,
Saihui Hou,
Man Zhang
et al.

Abstract: Gait recognition is a promising biometric method that aims to identify pedestrians from their unique walking patterns. Silhouette modality, renowned for its easy acquisition, simple structure, sparse representation, and convenient modeling, has been widely employed in controlled in-the-lab research. However, as gait recognition rapidly advances from in-the-lab to in-the-wild scenarios, various conditions raise significant challenges for silhouette modality, including 1) unidentifiable low-quality silhouettes (… Show more

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