Télécharger Total Constant Order (English Edition) Livre audio

Titre	Total Constant Order (English Edition)
Lancé	4 years 4 months 2 days ago
Nom de fichier	total-constant-order_BBchV.epub
	total-constant-order_vwrPO.aac
Taille du fichier	1,257 KiloByte
Nombre de pages	182 Pages
Classe	FLAC 96 kHz
Durées	45 min 00 seconds

Total Constant Order (English Edition)

Catégorie: Sports, Actu, Politique et Société, Calendriers et Agendas
Auteur: Erlend Loe
Éditeur: Jana Deleon, Kennedy Ryan
Publié: 2017-04-23
Écrivain: Kathy Blackwell
Langue: Basque, Croate, Turc, Italien, Portugais
Format: Livre audio, eBook Kindle

Total Variation Projection with First Order Schemes - This article proposes a new algorithm to compute the projection on the set of images whose total variation is bounded by a constant. The projection is computed through a dual formulation that is solved by first order non-smooth optimization methods. This yields an iterative algorithm that computes iterative soft thresholding of the dual vector fields. This projection algorithm can then be used as a building block in a variety of applications such as solving inverse problems under a total variation constraint, or for texture synthesis. Numerical results show that our algorithm competes favorably with state-of-the-art TV projection methods to solve denoising, texture synthesis, inpainting and deconvolution problems.

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Total Variation Projection with First Order Schemes - This paper proposes a new class of algorithms to compute the projection onto the set of images with a total variation bounded by a constant. The projection is computed on a dual formulation of the problem that is minimized using either a one-step gradient descent method or a multi-step Nesterov scheme. This yields iterative algorithms that compute soft thresholding of the dual vector fields. We show the convergence of the method with a convergence rate of O(1/k) for the one step method and O(1/k^2) for the multi-step one, where k is the iteration number. The projection algorithm can be used as a building block in several applications, and we illusrtate it by solving linear inverse problems under total variation constraint. Numerical results show that our algorithm competes favorably with state-of-the-art TV projection methods to solve denoising, inpainting and deblurring problems.

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