Daniel Ponsa

Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters

We introduce a novel approach for keypoint detection task that combines handcrafted and learned CNN filters within a shallow multi-scale architecture. Handcrafted filters provide anchor structures for learned filters, which localize, score and rank repeatable features. Scale-space representation is…