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http://dx.doi.org/10.14400/JDC.2016.14.9.325

A Scheme for User Authentication using Pupil  

Lee, Jae-Wook (Division of Information Communication, BaekSeok University)
Kang, Bo-Seon (Division of Information Communication, BaekSeok University)
Lee, Keun-Ho (Division of Information Communication, BaekSeok University)
Publication Information
Journal of Digital Convergence / v.14, no.9, 2016 , pp. 325-329 More about this Journal
Abstract
Facial authentication has the limelight because it has less resistance and it is hard to falsify among various biometric identification. The algorithm of facial authentication can bring about huge difference in accuracy and speed by the algorithm construction. Along with face-extracted data by tracing and extracting pupil, the thesis studied algorithm which extracts data to improve error rate and to accurately authenticate face. It detects face by cascade, selects as significant area, divides the facial area into 4 equal parts to save the coordinate of object. Also, to detect pupil from the eye, the binarization is conducted and it detects pupil by Hough conversion. The core coordinate of detected pupil is saved and calculated to conduct facial authentication through data matching. The thesis studied optimized facial authentication algorithm which accurately calculates facial data with pupil trace.
Keywords
Haar-like-feature; Haar Cascade; FRR; FAR; Edge;
Citations & Related Records
Times Cited By KSCI : 11  (Citation Analysis)
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1 Hansung Lee, Yunsu Chung, Jeongnyeo Kim, Hyunsook Cho, "A Survey of Face Recognition Technologies and Standards", Korean Institute Of Information Technology, Vol. 8, No. 1, pp. 33-41, 2010.
2 Youn-Jong Oh, Nam-Ho Kim, "An embedded invasion detection system by video data processing in home-network environment", Korea Multimedia Society, Vol. 1, No. 1, pp. 421-424, 2006.
3 Dae-Wan Kwon, Dong-Won Park, "Design and Implementation of Application for Monitoring Companion Animals in Smart Devices", Journal of the Korea Convergence Society, Vol. 7, No. 2, pp. 7-12, 2016.   DOI
4 Kyung Shik Jang, Chan-Hee Lee, "Robust Face and Facial Feature Tracking in Image Sequences", The Korea Institute of Information and Communication Engineering, Vol. 14, No. 9, pp. 1972-1978, 2010.   DOI
5 Hae-Min Moon, Sung Bum Pan, "Performance Analysis of Face Recognition by Distance according to Image Normalization and Face Recognition Algorithm", Korea Institute Of Information Security And Cryptology, Vol. 23, No. 4, pp. 737-742, 2013.   DOI
6 MyounJae Lee, "A Study on Convergence Development Direction of Gesture Recognition Game",Journal of the Korea Convergence Society, Vol. 5, No 4, pp. 1-7, 2014.   DOI
7 Dong Uk Cho, Dong Won Kim, Mee-Hee Yoon, Seung Soo Shin, "Automatic Verification System by Biometrics", The Korea Contents Socieety, Vol. 1, No. 1, pp. 437-442, 2003.
8 JuHyang Kim, JeongHoon Park, JongSeo Jeon, MinGoo Kang, SeongHyean Lee, "Recognition of Hand Interface for PC-Mouse using OpenCV", Korean Society For Internet Information, Vol. 1, No. 1, pp. 303-306, 2009.
9 Sunghyun Yun, "The Biometric Authentication based Dynamic Group Signature Scheme", Journal of Korea Convergence Society, Vol. 7, No. 1, pp.49-55, 2016.   DOI
10 Dong-Uk Cho, Seung-Soo Shin, "Proposal and Implementation of Authentication System Using Human Face Biometric Features", The Korea Contents Society, Vol. 3, No. 2, pp. 24-30, 2003.
11 Ki-Yeong Park, Sun-Young Hwang, "An Improved Normalization Method for Haar-like Features for Real-time Object Detection", Korea Institute Of Communication Science, Vol. 36, No. 8, pp. 505-515, 2011.   DOI
12 Seong-Mo Kim, Sang-Hyun Yu, Kyeongsoon Cho, "Design of Haar-like Feature Extraction and AdaBoost Classification Circuit for Object Recognition", The Institute of Electronics Engineers of Korea, Vol. 1, No. 1, pp. 61-64, 2014
13 Bo-Seon Kang, Keun-Ho Lee, "Fire Alarm Solutions Through the Convergence of Image Processing Technology and M2M", Journal of the Korea Convergence Society, Vol. 7, No. 1, pp. 37-42, 2016.   DOI
14 Yeongseok Chae, Sangpil Han, Jaeyong Han, Hyuk Kim, Seongmin Kim, Bontae Koo, Joohyun Lee, "A study on the Haar-Like Feature(HLF) detection analysis and hand detection improvement system", Korea Information Science Society, Vol. 1, No. 1, pp. 438-440, 2015.
15 JiHong Min, Jung-Chul Kim, Kicheon Hong, "Implementation of Drowsiness Driving Warning System based on Eyes Detection and Pupil Tracking", Korean Institute of Intelligent Systems, Vol. 15, No. 2, pp. 249-252, 2005.
16 Chung-Kyue Kim, Chang-Zeng Lee, Jong-Seung Park, "A Study on the Indirect Interface Control System of the Automatic Extraction of the Eye Region followed by the Gaze Tracing", Korean Institute Of Information Technology, Vol. 6, No. 4, pp. 158-164, 2005.
17 Jeong-Pyo Lee, Jong-Yeon Lee, Chang-Ho Hyun, "Coin Recognition and Classification Using Digital Image Processing", Korean Institute of Intelligent Systems, Vol. 22, No. 1, pp. 7-11, 2012.   DOI
18 JiHong Min, Jung-Chul Kim, Kicheon Hong, "Development of an Image Processing Algorithm for Paprika Recognition and Coordinate Information Acquisition using Stereo Vision", The Korean Society For Bio-Environment Control, Vol. 24 No. 3, pp. 210-216, 2015.   DOI
19 Chan-Hee Lee, Kyung Shik Jang, "Detection of Pupil using Template Matching Based on Genetic Algorithm in Facial Images", The Korea Institute of Information and Communication Engineering, Vol. 13, No. 7, pp. 1429-1436, 2009.
20 Byoungmoo Lee, Dongil Han, "Development of Early Tunnel Fire Detection algorithm Using the Image Processing", Korea Information Sciencd Society, Vol. 3, No. 2, pp. 499-504, 2006.