DocumentCode
2355467
Title
The classification system with the evolutionary computation
Author
Tomita, Yohei ; Suzuki, Satoru ; Fukai, Hironobu ; Khosla, Rajiv ; Mitsukura, Yasue
Author_Institution
Tokyo Univ. of Agric. & Technol., Tokyo, Japan
fYear
2010
fDate
21-24 March 2010
Firstpage
750
Lastpage
755
Abstract
The purpose of this paper is to obtain the object. In particular, we focus on the face detection. By using the proposed method, we recognize faces with a near-infrared (NIR) camera. The face detection that used images from the NIR camera is comparatively difficult to be done, because they are gray scale images. In this paper, the filter by using the GA is designed for the purpose of getting the faces. The method of detecting faces and the position from the NIR images is proposed in the on-line image. It is demonstrated that our approach is effective for vehicle driver monitoring. Finally, it was confirmed that the proposed method works well.
Keywords
cameras; face recognition; genetic algorithms; NIR camera; classification system; evolutionary computation; face detection; genetic algorithm; near-infrared camera; vehicle driver monitoring; Cameras; Data mining; Evolutionary computation; Face detection; Gabor filters; Layout; Lighting; Robustness; Vehicle detection; Vehicle driving;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Motion Control, 2010 11th IEEE International Workshop on
Conference_Location
Nagaoka, Niigata
ISSN
1943-6572
Print_ISBN
978-1-4244-6668-9
Electronic_ISBN
1943-6572
Type
conf
DOI
10.1109/AMC.2010.5464033
Filename
5464033
Link To Document