Learning Deep Binary Descriptors via Bitwise Interaction Mining

In this paper, we propose a GraphBit method to learn unsupervised deep binary descriptors for efficient image representation. Conventional binary representation learning methods directly quantize each element according to the threshold without considering the quantization ambiguousness. The elements...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 2 vom: 02. Feb., Seite 1919-1933
Auteur principal: Wang, Ziwei (Auteur)
Autres auteurs: Xiao, Han, Duan, Yueqi, Zhou, Jie, Lu, Jiwen
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article