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Detailed Investigation and Comparison of Various Binarization Algorithms for Hashing
(Institute of Electrical and Electronics Engineers Inc., 2021)
The fact that the number of images stored continues to increase day by day makes content-based image retrieval (CBIR) systems more important. Considering that almost all of the datasets encountered today are large, it is ...
Convolutional neural network based dictionary learning to create hash codes for content-based image retrieval
(Elsevier Science Bv, 2021)
This study investigates the suitability of sparse vectors in the dictionary learning (DL) method for content-based image retrieval (CBIR) tasks. Since DL usually performs the learning process in an unsupervised manner, it ...