DocumentCode
1605870
Title
On the isolation of spectacles and the extraction of faces for personal identification
Author
Kato, Yoshihiro ; Nakamura, Osamu
Author_Institution
Dept. of Com. Sci. & Comm. Eng, Kogakuin Univ., Tokyo, Japan
Volume
2
fYear
2004
Firstpage
999
Abstract
An improved algorithm for isolating spectacles from faces is presented. To increase the recognition accuracy of human faces, the faces must be isolated precisely. In conventional systems, however, faces with spectacles are occasionally not exactly extracted because of the presence of spectacles. From this point of view, an improved algorithm for isolating spectacles and faces is presented. From the experimental results, it is clear that the extraction accuracy increases approximately 10% to an accuracy of 98.5%.
Keywords
face recognition; feature extraction; object detection; object recognition; face extraction; human face recognition accuracy; personal identification; spectacle isolation; Color; Data mining; Face recognition; Forehead; Humans; Image generation; Lenses; Mouth; Reflection;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Computer Engineering, 2004. Canadian Conference on
ISSN
0840-7789
Print_ISBN
0-7803-8253-6
Type
conf
DOI
10.1109/CCECE.2004.1345284
Filename
1345284
Link To Document