가버 특징과 SVM 분류기를 이용하여 위변조 얼굴을 인식하기 위한 시스템 및 그 방법
김계경, 윤호섭, 이재연, 김재홍, 손주찬
- 8913798 (2014.12.16)
11MC2600, u-로봇 HRI 솔루션 및 핵심 소자 기술 개발,
- Disclosed are a system and a method for recognizing a disguised face using a Gabor feature and a support vector machine (SVM) classifier according to the present invention.The system for recognizing a disguised face includes: a graph generation means to generate a single standard face graph from a plurality of facial image samples; a support vector machine (SVM) learning means to determine an optimal classification plane for discriminating a disguised face from the plurality of facial image samples and disguised facial image samples; and a facial recognition means to determine whether an input facial image is disguised using the standard face graph and the optimal classification plane when the facial image to be recognized is input.
- KSP 제안 키워드
- Face graph, Facial image, Facial recognition, Gabor feature, Optimal classification plane, SVM Classifier, Support Vector Machine (SVM) classifier, Support VectorMachine(SVM), Support vector, Vector Machine, graph generation, optimal classification