Apparatus for behavior analysis and method thereof
First Claim
1. An apparatus for posture recognition comprising:
- a triangulation unit for dividing a posture of a body into a plurality of triangular meshes; and
a recognition unit for forming a spanning tree correspond to the meshes to recognize the posture.
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Abstract
In the present invention, an apparatus for behavior analysis and method thereof is provided. In this apparatus, each behavior is analyzed and has its corresponding posture sequence through a triangulation-based method of triangulating the different triangle meshes. The two important posture features, the skeleton feature and the centroid context, are extracted and complementary to each other. The outstanding ability of posture classification can generate a set of key postures for coding a behavior sequence to a set of symbols. Then, based on the string representation, a novel string matching scheme is proposed to analyze different human behaviors even though they have different scaling changes. The proposed method of the present invention has been proved robust, accurate, and powerful especially in human behavior analysis.
91 Citations
56 Claims
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1. An apparatus for posture recognition comprising:
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a triangulation unit for dividing a posture of a body into a plurality of triangular meshes; and a recognition unit for forming a spanning tree correspond to the meshes to recognize the posture. - View Dependent Claims (2, 3, 4, 5, 6)
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7. An apparatus for behavior analysis comprising:
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a clustering unit for key postures selection via merging a plurality of postures iteratively; a coding unit for translating all the input postures into a plurality of correspondent symbols according to the selected key postures; and a matching unit, which takes advantages of the coding unit, for unscrambling the correspondent symbols to distinguish a behavior. - View Dependent Claims (8, 9, 10, 11, 12, 13, 14, 15, 16)
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17. A method for posture recognition, comprising the steps of:
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triangulating a posture of a body into a plurality of triangular meshes; forming a skeleton analysis and a centroid context analysis correspond to the triangulated meshes; and recognizing and analyzing the posture. - View Dependent Claims (18, 19, 20, 21, 22, 23, 24)
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25. A method for behavior analysis, comprising the steps of:
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selecting a plurality of key postures; coding the input postures into a plurality of correspondent symbols according to the selected key postures; and matching the correspondent symbols to distinguish a behavior. - View Dependent Claims (26, 27, 28, 29, 30, 31, 32, 33)
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34. A system for irregular human action analysis comprising:
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an action recognition apparatus for integrating a plurality of postures to define an action; and a judging apparatus for identifying whether the action is irregular. - View Dependent Claims (35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49)
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50. A method for irregular human action analysis, comprising the steps of:
calculating the distance between a posture P and a set K of a plurality of selected key postures with; - View Dependent Claims (51, 52, 53, 54, 55, 56)
Specification