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Published in 2017 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-017-9591-1
Abstract: Plenty of data are available due to the growth of digital technology that creates a high expectation in retrieving the relevant images, accurately and efficiently for a given query image. For searching the relevant images…
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Keywords:
nearest neighbor;
hash;
image;
image retrieval ... See more keywords
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Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.03.064
Abstract: Abstract This paper presents a novel GPU-based patch matching method which efficiently finds approximate nearest neighbor correspondences for patches between images. Our approach improves traditional patch matching algorithms in two aspects. First, we propose to…
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Keywords:
patch matching;
image;
patch;
approximate nearest ... See more keywords
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Published in 2021 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btab394
Abstract: MOTIVATION Hi-C technology provides insights into the 3D organization of the chromatin, and the single-cell Hi-C method enables researchers to gain knowledge about the chromatin state in individual cell levels. Single-cell Hi-C interaction matrices are…
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Keywords:
single cell;
efficient single;
approximate nearest;
robust efficient ... See more keywords
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Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2830355
Abstract: As many services have been subcontracted to the cloud, data in such services (i.e., management applications, signal processing, and so on) are stored on cloud in encrypted form for protecting user private information. In many…
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Keywords:
high dimensional;
nearest neighbor;
secure;
dimensional data ... See more keywords
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Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/4364252
Abstract: To further improve the approximate nearest neighbor (ANN) search performance, an accumulative quantization (AQ) is proposed and applied to effective ANN search. It approximates a vector with the accumulation of several centroids, each of which…
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Keywords:
quantization;
accumulative quantization;
approximate nearest;
search ... See more keywords