Fast Supervised Discrete Hashing

Learning-based hashing algorithms are "hot topics" because they can greatly increase the scale at which existing methods operate. In this paper, we propose a new learning-based hashing method called "fast supervised discrete hashing" (FSDH) based on "supervised discrete hash...

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Bibliographic Details
Published in:IEEE transactions on pattern analysis and machine intelligence 2018-02, Vol.40 (2), p.490-496
Main Authors: Gui, Jie, Liu, Tongliang, Sun, Zhenan, Tao, Dacheng, Tan, Tieniu
Format: Article
Language:English
Subjects:
Algorithm design and analysis
Binary codes
Closed-form solutions
Economic models
Fast supervised discrete hashing
Hash based algorithms
Labels
learning-based hashing
Least squares method
least squares regression
Linear programming
Machine learning
Optimization
Regression
supervised discrete hashing
Synchronous digital hierarchy
Training
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