DocumentCode :
454822
Title :
A Study on the Effect of ROI Masks on Face Recognition System Using Digital Recorder
Author :
Fujita, Mitsuhiro ; Yoshida, Takahiro ; Hangai, Seiichiro
Author_Institution :
Dept. of Electr. Eng., Tokyo Univ. of Sci.
Volume :
2
fYear :
2006
fDate :
14-19 May 2006
Abstract :
In recent years, biometrics authentication has been widely used to realize high security in airports, office buildings and so on. In public area, surveillance cameras, which are combined with a high efficient coding recorder such as MPEG2 or MPEG4 recorder, are set to take face images of pedestrians and car license plates. However, high compression for efficient recording leads to degradation of details in face and characters on car license plates. Consequently, it is important that region of interest (ROI) is detected correctly and recorded with high quality image. Although there are a number of proposals concerning the detection of face areas and license plates, the relationship between ROI masks and face recognition rate or character recognition rate is not cleared. In this work, we investigate the recognition rates for face authentication with compressed face images under limited storage size. Several kinds of ROI mask are compared, and face recognition rates with respect to ROIs are shown
Keywords :
data compression; face recognition; image coding; object detection; recording; ROI masks; biometrics authentication; compressed face images; digital recorder; face detection; face recognition system; region of interest; Airports; Authentication; Biometrics; Face detection; Face recognition; Image coding; Image storage; Licenses; Security; Surveillance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location :
Toulouse
ISSN :
1520-6149
Print_ISBN :
1-4244-0469-X
Type :
conf
DOI :
10.1109/ICASSP.2006.1660355
Filename :
1660355
Link To Document :
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