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Supervised Deep Learning in Face Recognition

Authors: Wani, M.A., Bhat, F.A., Afzal, S. and Khan, A.I.

Volume: 57

Pages: 95-110

DOI: 10.1007/978-981-13-6794-6_6

Abstract:

The three main challenging problems in face recognition, i.e., recognizing a face with different expressions, recognizing a face under different lighting conditions, and recognizing a face in different poses are considered here. In recent years, Convolutional Neural Network (CNN) has been widely applied to face recognition problem because of its good performance. The application of CNN architectures for the above three challenging problems is discussed in this chapter.

Source: Scopus