Real-time action detection and classification

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 si...

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Main Authors CHENG HUI, XIAO JIANGJIAN, GUO YANLIN, SAWHNEY HARPREET SINGH, JUNG SANG-HACK, HAN FENG, KUMAR RAKESH
Format Patent
LanguageEnglish
Published 21.01.2014
Subjects
CALCULATING
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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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.
AbstractList 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.
Author HAN FENG
JUNG SANG-HACK
KUMAR RAKESH
CHENG HUI
XIAO JIANGJIAN
GUO YANLIN
SAWHNEY HARPREET SINGH
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CHENG HUI
XIAO JIANGJIAN
GUO YANLIN
SAWHNEY HARPREET SINGH
SRI INTERNATIONAL
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Snippet 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...
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SubjectTerms CALCULATING
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
Title Real-time action detection and classification
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