Inventors:
Feng Han - Melville NY, US
Hui Cheng - Bridgewater NJ, US
Jiangjian Xiao - Plainsboro NJ, US
Harpreet Singh Sawhney - West Windsor NJ, US
Rakesh Kumar - Monmouth Junction NJ, US
Yanlin Guo - Vienna VA, US
Assignee:
SRI International - Menlo Park CA
International Classification:
G06K 9/62
Abstract:
The present invention relates to a method and system for creating a strong classifier based on motion patterns wherein the strong classifier may be used to determine an action being performed by a body in motion. When creating the strong classifier, action classification is performed by measuring similarities between features within motion patterns. Embodiments of the present invention may utilize candidate part-based action sets and training samples to train one or more weak classifiers that are then used to create a strong classifier.
