Multi-Layered Basis Pursuit Algorithms for Classification of MR Images of Knee ACL Tear

Autor: Abdul Wahid, Jawad Ali Shah, Adnan Umar Khan, Mukhtar Ullah, Mohd Zaki Ayob

Publikováno v: IEEE Access, Vol 8, Pp 205424-205435 (2020)

Deep learning architectures have been extensively used in recent years for the classification of biomedical images to assist clinicians for diagnosis and treatment management of patients with different health conditions. These architectures have demo

Externí odkaz: https://doaj.org/article/091ac545b21d4301a35bc141ed52c44a

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L1-L2 Optimization in Signal and Image Processing

Autor: Michael Zibulevsky, Michael Elad

Publikováno v: IEEE Signal Processing Magazine
IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers, 2010, 27 (3), pp.76-88. ⟨10.1109/MSP.2010.936023⟩

International audience; Sparse, redundant representations offer a powerful emerging model for signals. This model approximates a data source as a linear combination of few atoms from a prespecified and over-complete dictionary. Often such models are

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5e3605635f9a5c1c299b26ea6a356f19
https://doi.org/10.1109/msp.2010.936023

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