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Creation Of Large Scale Face Dataset Using Single Training Image, Qun Wang
Creation Of Large Scale Face Dataset Using Single Training Image, Qun Wang
Electrical & Computer Engineering Theses & Dissertations
Face recognition (FR) has become one of the most successful applications of image analysis and understanding in computer vision. The learning-based model in FR is considered as one of the most favorable problem-solving methods to this issue, which leads to the requirement of large training data sets in order to achieve higher recognition accuracy. However, the availability of only a limited number of face images for training a FR system is always a common problem in practical applications. A new framework to create a face database from a single input image for training purposes is proposed in this dissertation research. …