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Face recognition in unconstrained environments

Title
Face recognition in unconstrained environments
Authors
Kim, Dong-JuLee, Sang-HeonSohn, Myoung-KyuKim, ByungminKim, Hyunduk
DGIST Authors
Kim, Dong-Ju; Lee, Sang-Heon; Sohn, Myoung-Kyu; Kim, Byungmin; Kim, Hyunduk
Issue Date
2013
Citation
2013 IEEE International Conference on Consumer Electronics, ICCE 2013, 143-144
Type
Conference
Article Type
Conference Paper
ISBN
9780000000000
ISSN
0747-668X
Abstract
This paper proposes a novel face recognition system having good recognition performance through elaborate face region detection in unconstrained illumination environments. The proposed system consists of face and eyes detection, rotated-angle compensation, face region cropping, preprocessing, and classification modules as sequential steps. In particular, the elaborate face region is obtained from automatic face cropping procedure based on distance information between the eyes. The performance evaluation was carried out with various preprocessing images on the Yale B and the CMU-PIE databases. From the experimental results, we confirmed that the proposed method showed the best recognition accuracy compared to different approaches. © 2013 IEEE.
URI
http://hdl.handle.net/20.500.11750/3825
DOI
10.1109/ICCE.2013.6486832
Publisher
Institute of Electrical and Electronics Engineers Inc.
Related Researcher
Files:
There are no files associated with this item.
Collection:
ETC2. Conference Papers


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