Journal of Biomedical Fuzzy Systems Association
Online ISSN : 2424-2578
Print ISSN : 1345-1537
ISSN-L : 1345-1537
Recognizing Human Postures in a Complex Background Employing MRRF Method
Osamu OOBAJoo Kooi TANHyoungSeop KIMSeiji ISHIKAWA
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JOURNAL OPEN ACCESS

2008 Volume 10 Issue 1 Pages 51-57

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Abstract
In this paper, we propose a technique for extracting a human region from images and for recognizing human postures. We employ a background subtraction technique using texture information and gray scale for extracting a human region, and a technique for recognizing a 3-D object from a 2-D image. Many extraction techniques must be performed in the outdoors and need thresholds tuned by manual operations. Moreover many recognition techniques need extraction of specific characteristics or modeling. Since the proposed technique does not necessitate manual operations, it can perform the recognition from extraction automatically The proposed technique obtained satisfactory results by the experiment performed in the outdoor environments.
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© 2008 Biomedical Fuzzy Systems Association
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