Fast supervised discrete hashing

J Gui, T Liu, Z Sun, D Tao, T Tan - IEEE transactions on pattern …, 2017 - ieeexplore.ieee.org
hashing method called “fast supervised discrete hashing” (FSDH) based on “supervised
discrete hashing” … hashing algorithm called “fast supervised discrete hashing” (FSDH) based on “…

Supervised discrete hashing

F Shen, C Shen, W Liu… - Proceedings of the IEEE …, 2015 - openaccess.thecvf.com
… We name the proposed supervised hashing approach employing discrete cyclic coordinate
… As can be seen, our discrete hashing framework SDH consistently yields better hash codes …

Distributed fast supervised discrete hashing

Z Liu, F Chen, S Duan - IEEE Access, 2019 - ieeexplore.ieee.org
… FORMULATION OF DISTRIBUTED FAST SUPERVISED DISCRETE HASHING In this
section, we introduce distributed fast supervised discrete hashing model in detail (eg, Fig. 2). …

Supervised discrete hashing with relaxation

J Gui, T Liu, Z Sun, D Tao, T Tan - IEEE transactions on neural …, 2016 - ieeexplore.ieee.org
… In this paper, we propose a novel learning-based hashing method called “supervised
discrete hashing with relaxation” (SDHR) based on “supervised discrete hashing” (SDH). SDH …

Deep discrete supervised hashing

QY Jiang, X Cui, WJ Li - IEEE Transactions on Image …, 2018 - ieeexplore.ieee.org
hashing method, called deep discrete supervised hashing (DDSH). DDSH is the first deep
hashing method which can utilize pairwise supervised … directly learn the discrete hash code B …

Scalable supervised discrete hashing for large-scale search

X Luo, Y Wu, XS Xu - Proceedings of the 2018 World Wide Web …, 2018 - dl.acm.org
… paper, we propose a novel method named Scalable Supervised Discrete Hashing (SSDH).
It can discretely and efficiently learn the hash codes by making full use of all training samples …

Deep supervised discrete hashing

Q Li, Z Sun, R He, T Tan - Advances in neural information …, 2017 - proceedings.neurips.cc
… limitations of previous deep hashing methods (eg, the semantic information is not fully
exploited). In this paper, we develop a deep supervised discrete hashing algorithm based on the …

Hadamard coding for supervised discrete hashing

G Koutaki, K Shirai, M Ambai - IEEE Transactions on Image …, 2018 - ieeexplore.ieee.org
SUPERVISED DISCRETE HASHING (SDH) MODEL In this section, we introduce the
supervised discrete hashing (SDH) model. Let xi ∈ RM be a feature vector as an M dimensional …

Semi-supervised multi-view discrete hashing for fast image search

C Zhang, WS Zheng - IEEE Transactions on Image Processing, 2017 - ieeexplore.ieee.org
… for semi-supervised hashing. In principle, we present a constrained composite discrete
hashing learning on multi-view data under semi-supervised setting. The novelties include: …

Fast supervised discrete hashing and its analysis

G Koutaki, K Shirai, M Ambai - arXiv preprint arXiv:1611.10017, 2016 - arxiv.org
… a learning-based supervised discrete hashing method. Binary hashing is widely used for …
The recently proposed Supervised Discrete Hashing (SDH) efficiently solves mixed-integer …