DocumentCode
2710947
Title
Advanced Classification Using Genetic Algorithm and Image Segmentation for Improved FD
Author
Venkatesan, S. ; Karnan, M.
Author_Institution
Dept. of Comput. Sci. & Eng., Anna Univ. Coimbatore, Coimbatore, India
fYear
2010
fDate
7-10 May 2010
Firstpage
364
Lastpage
368
Abstract
In certain applications face detection may require advance classification methods that would precisely identify the faces even if the face visibility measure is less. This paper proposes face detection based on usage of Genetic algorithm for advance classification of cases and objects of the input image. This paper suggests preliminary segmentation of images into regions that contain "Non-face" objects and "face" objects. This idea may greatly accelerate the efficiency of face detection.
Keywords
face recognition; genetic algorithms; image classification; image segmentation; advance classification methods; face detection; genetic algorithm; image segmentation; Genetic algorithms; Image segmentation; Research and development; Face Detection; Genetic Algorithm; Image Preprocessing and enhancements; object and case classification;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Research and Development, 2010 Second International Conference on
Conference_Location
Kuala Lumpur
Print_ISBN
978-0-7695-4043-6
Type
conf
DOI
10.1109/ICCRD.2010.96
Filename
5489572
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