Weakly-supervised Semantic Guided Hashing for Social Image Retrieval
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DOI: 10.1007/s11263-020-01331-0
Abstract: Hashing has been widely investigated for large-scale image retrieval due to its search effectiveness and computation efficiency. In this work, we propose a novel Semantic Guided Hashing method coupled with binary matrix factorization to perform… read more here.
Keywords: image; weakly supervised; image retrieval; social image ... See more keywords
DAHP: Deep Attention-Guided Hashing With Pairwise Labels
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3070129
Abstract: To address the problem of inadequate feature extraction and binary code discrete optimization faced by deep hashing methods using a relaxation-quantization strategy, a novel deep attention-guided hashing method with pairwise labels (DAHP) is proposed to… read more here.
Keywords: deep attention; pairwise; attention guided; pairwise labels ... See more keywords