The PCA Reconstruction Based Approach For Extending Facial Image Databases For Face Recognition System

Abstract : The one of most problematic subject in face recognition system is to make them immune from variance of pose under which face image is taken. The solution this could be generation of additional images for face recognition system database. a In this paper PCA based approach is presented. It allows to generate subimages to supplement images taken from camera.
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Submitted on : Monday, September 18, 2017 - 11:36:51 AM
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Liming Chen, G Kukharev, T Ponikowski. The PCA Reconstruction Based Approach For Extending Facial Image Databases For Face Recognition System. Enhanced Methods in Computer Security, Biometrics and Artificial Intelligence Systems, Springer, pp.215-227, 2005, 978-1-4020-7776-0. ⟨10.1007/0-387-23484-5_22⟩. ⟨hal-01589111⟩

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