Human posture recognition implementation and deployment
The recognition of human postures is usually the initial step in human behavioral analysis. It is a challenging problem due to the huge quantity of possible cases. The number of postures depends on the degree of freedom of the human body. Moreover, the physical attributes and clothes of a person inf...
| Main Authors: | , , |
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| Format: | Book Chapter |
| Language: | English |
| Published: |
IIUM Press
2011
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/21632/ http://irep.iium.edu.my/21632/ http://irep.iium.edu.my/21632/1/Chapter_8.pdf |
| Summary: | The recognition of human postures is usually the initial step in human behavioral analysis. It is a challenging problem due to the huge quantity of possible cases. The number of postures depends on the degree of freedom of the human body. Moreover, the physical attributes and clothes of a person influence the perception of a particular posture. There are two general techniques for human posture recognition: intrusive and non-intrusive techniques. Intrusive techniques make use of sensors and markers placed on the human body for data acquisition. In contrast, non-intrusive techniques use remote sensing devices such as video cameras for data acquisition. For the purpose of video understanding, non-intrusive techniques are superior to intrusive ones because the observed person is not always cooperative |
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