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"Джон Атанасов"

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Джон Атанасов
JOURNAL "INFORMATION TECHNOLOGIES AND CONTROL"
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03/05/2024 PAPERS - ISSUES - ARTICLE

Year 2019 - Issue 1 - Article No 5

SYSTEMS FOR SEARCHING FOR MAGNETIC RESONANCE IMAGES USING THE MATRIX OF MAXIMUM SINGULARITIES
M. Petrov
Key Words CBIR-systems; magnetic resonance images; wavelet transform; singularities; matrix of the maximum singularities
Abstract Compared to images of a more general nature, medical images possess a number of specific peculiarities. This requires the development of specialized methods and software in order to obtain, process, store, and analyze them. The paper presents and implements models of a system for content-based search in a magnetic resonance (MR) images database, based on some wavelet transforms. The Matrix of the Maximum Singularities (MMS) descriptor, which demonstrates stability with respect to some qualitative factors leading to changes in the MR image content, has been constructed by means of a wavelet transform
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