Pairwise Shape Configuration-based PSA for Gait Recognition under Small Viewing Angle Change
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Kusakunniran, Worapan; Wu, Qiang; Zhang, Jian; Li, Hongdong
Description
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]
Collections | ANU Research Publications |
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Date published: | 2011 |
Type: | Conference paper |
URI: | http://hdl.handle.net/1885/64306 |
Source: | IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2011) proceedings |
DOI: | 10.1109/AVSS.2011.6027286 |
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01_Kusakunniran_Pairwise_Shape_2011.pdf | 324.53 kB | Adobe PDF | Request a copy |
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