Cycle-Consistent Deep Generative Hashing for Cross-Modal Retrieval

IEEE Transactions on Image Processing, pp. 1602-1612, 2018.

Cited by: 119|Bibtex|Views37|Links
EI WOS
Keywords:
SemanticsBinary codesTrainingCorrelationGallium nitrideMore(1+)

Abstract:

In this paper, we propose a novel deep generative approach to cross-modal retrieval to learn hash functions in the absence of paired training samples through the cycle consistency loss. Our proposed approach employs adversarial training scheme to learn a couple of hash functions enabling translation between modalities while assuming the u...More

Code:

Data:

Your rating :
0

 

Tags
Comments