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IFIP Advances in Information and Communication Technology(1)
SIAM Journal on Imaging Sciences(1)
Variational Methods: In Imaging and Geometric Control(1)
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Ciencias de la computación(1)
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google(2)
Bilevel approaches for learning of variational imaging models
Book PartAbstract: We review some recent learning approaches in variational imaging based on bilevel optimization and ePalabras claves:Bilevel optimization, image denoising, Supervised learning, Variational methodsAutores:Calatroni L., Chung Cao, Juan Carlos De Los Reyes, Schönlieb C.B., Valkonen T.Fuentes:scopusDynamic sampling schemes for optimal noise learning under multiple nonsmooth constraints
ArticleAbstract: We consider the bilevel optimisation approach proposed in [5] for learning the optimal parameters inPalabras claves:Autores:Calatroni L., Juan Carlos De Los Reyes, Schönlieb C.B.Fuentes:googlescopusInfimal convolution of data discrepancies for mixed noise removal
ArticleAbstract: We consider the problem of image denoising in the presence of noise whose statistical properties arePalabras claves:Huber regularization, image denoising, Mixed noise distribution, Semismooth newton optimization, Total variation regularizationAutores:Calatroni L., Juan Carlos De Los Reyes, Schönlieb C.B.Fuentes:googlescopus