Identify if it is necessary to perform log transformations on a set of features Perform log transformations on different features of a dataset Determine if it is ...
Abstract: Part-based Bag-of-Features (BoF) models such as Spatial Pyramid Matching (SPM) play an important role in image classification. Before sending the feature vectors into classifiers for ...
Abstract: Normalization techniques are known to provide faster model convergence and good generalization performance, having achieved great success in computer vision and natural language processing.
Feature Normalization (FN) is an important technique to help neural network training, which typically normalizes features across spatial dimensions. Most previous image inpainting methods apply FN in ...
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