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

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. Scale-space representation is used...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 1 vom: 02. Jan., Seite 698-711
1. Verfasser: Barroso-Laguna, Axel (VerfasserIn)
Weitere Verfasser: Mikolajczyk, Krystian
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article