Deep discrete hashing with pairwise correlation learning
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.12.078
Abstract: Abstract Hashing technology plays an important role in large-scale visual search due to its low memory and fast retrieval speed. Most existing deep hashing approaches first leverage the continuous relaxation strategy to learn continuous approximate… read more here.
Keywords: discrete hashing; hash; pairwise; pairwise correlation ... See more keywords
Hashing With Pairwise Correlation Learning and Reconstruction
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2016.2614858
Abstract: Existing hashing methods normally define certain specific forms of hash functions, after which an objective function can be formulated to optimize the loss on training set to learn the parameters. However, in this way, the… read more here.
Keywords: correlation; learning reconstruction; correlation learning; pairwise correlation ... See more keywords