LAUSR

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

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2 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