Handcrafted vs. non-handcrafted features for computer vision classification.

•Deep layers of Convolutional Neural Networks are used for feature extraction.•Handcrafted and learned features are used together to extract information.•Different architectures for combining handcrafted and learned features are proposed.•Combination of different features is used to solve image classification problems.