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
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;
Conference_Titel :
Computer Research and Development, 2010 Second International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-0-7695-4043-6
DOI :
10.1109/ICCRD.2010.96