An Application of KPCA and SVM in the Human Face Recognition

Provided by: Science & Engineering Research Support soCiety (SERSC)
Topic: Security
Format: PDF
Face recognition technology is a very important biological feature recognition technology. Face recognition is more and more researchers' attention, especially the principal component analysis method (Principle Component Analysis, PCA) after the application of face recognition, face recognition application domain expands unceasingly in daily life, such as immigration, entrance guard system, the olympic security, airport security checks, etc. Although the face recognition system has better recognition effect has been achieved, but still by illumination, posture, facial expression change, hairstyle, with or without glasses, and the influence of various factors such as aging.

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