Therefore, many kinds of regularization (e.g. Tikhonov or sparsity regularization) have been imposed into NMF to well-define the model. Different from the general regularization, we introduce the entropy regularization into the NMF and propose an entropy regularized NMF (ERNMF) model for HU. In...
Recent work presents that it is harder to further calibrate the models calibrated by regularization techniques like label smoothing. We extend the above study to the corrupted dataset setting which is frequently encountered in the image capture processing, such as light condition, weather condition, ...