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Pairwise Shape Configuration-based PSA for Gait Recognition under Small Viewing Angle Change

Kusakunniran, Worapan; Wu, Qiang; Zhang, Jian; Li, Hongdong


Two main components of Procrustes Shape Analysis (PSA) are adopted and adapted specifically to address gait recognition under small viewing angle change: 1) Procrustes Mean Shape (PMS) for gait signature description; 2) Procrustes Distance (PD) for similarity measurement. Pairwise Shape Configuration (PSC) is proposed as a shape descriptor in place of existing Centroid Shape Configuration (CSC) in conventional PSA. PSC can better tolerate shape change caused by viewing angle change than CSC....[Show more]

CollectionsANU Research Publications
Date published: 2011
Type: Conference paper
Source: IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2011) proceedings
DOI: 10.1109/AVSS.2011.6027286


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