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Parallel Schwarz alternating methods for anisotropic diffusion of speckled medical images
Authors:M Chau  C Tauber  P Spiteri
Institution:1.ASA - Advanced Solutions Accelerator,Castelnau le Lez,France;2.Institut Pasteur,URA CNRS 2582,Paris Cedex 15,France;3.IRIT - ENSEEIHT,UMR CNRS 5505,Toulouse,France
Abstract:This paper deals with ultrasound medical image processing, particularly to filter the noise while preserving the edges and structures of information. The mathematical processing consists in solving by a numerical way a nonlinear evolutive boundary value problem. Several numerical semi-implicit time marching schemes are considered and analyzed. At each time step, parallel synchronous or asynchronous Schwarz alternating methods are used to solve the linear system and its convergence is studied. Lastly, the results of sequential and parallel simulations are presented.
Keywords:Parallel asynchronous algorithm  Schwarz alternating method  Subdomain method  Boundary value problem  Large scale system  Anisotropic diffusion  Optical coherence tomography  Ultrasound imaging
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