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Registered SYSTEM FOR RECOGNIZING DISGUISED FACE USING GABOR FEATURE AND SVM CLASSIFIER AND METHOD THEREOF
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SYSTEM FOR RECOGNIZING DISGUISED FACE USING GABOR FEATURE AND SVM CLASSIFIER AND METHOD THEREOF
- Inventors
- Kye Kyung Kim, Yoon Ho Sub, Lee Jae Yeon, Joo Chan Sohn, Kim Jae Hong
- Application No.
- 13565022 (2012.08.02)
- Publication No.
- 20130163829 (2013.06.27)
- Registration No.
- 8913798 (2014.12.16)
- Country
- UNITED STATES
- Project Code
- 11MC2600, Development of HRI Solutions and Core Chipsets for u-Robot, Jae Il Cho
- Abstract
- 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 Keywords
- 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