Feature Embedding by Template Matching as a ResNet Block

Ada Gorgun, Yeti Z. Gurbuz, A. Aydin Alatan

Convolution blocks serve as local feature extractors and are the key to success of the neural networks. To make local semantic feature embedding rather explicit, we reformulate con…