Unsupervised Deep Hashing With Pseudo Labels for Scalable Image Retrieval

In order to achieve efficient similarity searching, hash functions are designed to encode images into low-dimensional binary codes with the constraint that similar features will have a short distance in the projected Hamming space. Recently, deep learning-based methods have become more popular, and...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 27(2018), 4 vom: 15. Apr., Seite 1626-1638
1. Verfasser: Zhang, Haofeng (VerfasserIn)
Weitere Verfasser: Liu, Li, Long, Yang, Shao, Ling
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article