Articles with "cnn filters" as a keyword



Photo from wikipedia

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

Sign Up to like & get
recommendations!
Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"

DOI: 10.1109/tpami.2022.3145820

Abstract: We introduce a novel approach for keypoint detection 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.… read more here.

Keywords: cnn filters; learned cnn; handcrafted learned; keypoint detection ... See more keywords