SAGHOG: Self-Supervised Autoencoder for Generating HOG Features for Writer Retrieval

Marco Peer, Florian Kleber, Robert Sablatnig

This paper introduces SAGHOG, a self-supervised pretraining strategy for writer retrieval using HOG features of the binarized input image. Our preprocessing involves the applicatio…