Browsing by Subject "descriptor learning"

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  • Chen, Lie; Rottensteiner, Franz; Heipke, Christian (Katlenburg-Lindau : Copernicus Publications, 2020)
    Matching images containing large viewpoint and viewing direction changes, resulting in large perspective differences, still is a very challenging problem. Affine shape estimation, orientation assignment and feature description ...
  • Chen, Lin; Rottensteiner, Franz; Heipke, Christian (Göttingen : Copernicus GmbH, 2016)
    In this paper we describe learning of a descriptor based on the Siamese Convolutional Neural Network (CNN) architecture and evaluate our results on a standard patch comparison dataset. The descriptor learning architecture ...