로봇학회논문지 (The Journal of Korea Robotics Society)
- 제1권2호
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- Pages.151-157
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- 2006
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- 1975-6291(pISSN)
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- 2287-3961(eISSN)
로봇 환경의 템플릿 기반 얼굴인식 알고리즘 성능 비교
Performance Comparison of Template-based Face Recognition under Robotic Environments
초록
This paper is concerned with the template-based face recognition from robot camera images with illumination and distance variations. The approaches used in this paper consist of Eigenface, Fisherface, and Icaface which are the most representative recognition techniques frequently used in conjunction with face recognition. These approaches are based on a popular unsupervised and supervised statistical technique that supports finding useful image representations, respectively. Thus we focus on the performance comparison from robot camera images with unwanted variations. The comprehensive experiments are completed for a databases with illumination and distance variations.