Pairwise Shape Configuration-based PSA for Gait Recognition under Small Viewing Angle Change
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|
|Source:||IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2011) proceedings|
|01_Kusakunniran_Pairwise_Shape_2011.pdf||324.53 kB||Adobe PDF||Request a copy|
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