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A PDE based Method for Speckle Reduction of Log-compressed Ultrasound Image
Author(s) -
Jie Huang,
Xiaoping Yang
Publication year - 2011
Publication title -
international journal of image graphics and signal processing
Language(s) - English
Resource type - Journals
eISSN - 2074-9082
pISSN - 2074-9074
DOI - 10.5815/ijigsp.2011.03.03
Subject(s) - speckle noise , anisotropic diffusion , speckle pattern , computer vision , artificial intelligence , ultrasound , computer science , synthetic aperture radar , image (mathematics) , acoustics , physics
Speckle noise is widely existence in coherent imaging systems, such as synthetic aperture radar, sonar, ultrasound and laser imaging, and is commonly described as signal correlated. In this paper, we focus on speckle reduction problem in real ultrasound image. Unlike traditional anisotropic diffusion methods usually taking image gradient as a diffusion index, in this paper, we present a new texture based anisotropic diffusion method for speckle reduction in real ultrasound image. The results comparing our new method with other well known methods on both synthetic images and real ultrasound images are reported to show the superiority of our method in keeping important features of real ultrasound images.

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