DotFAN: A Domain-transferred Face Augmentation Network for Pose and Illumination Invariant Face Recognition

23 Feb 2020 Hao-Chiang Shao Kang-Yu Liu Chia-Wen Lin Jiwen Lu

The performance of a convolutional neural network (CNN) based face recognition model largely relies on the richness of labelled training data. Collecting a training set with large variations of a face identity under different poses and illumination changes, however, is very expensive, making the diversity of within-class face images a critical issue in practice... (read more)

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