2007
DOI: 10.1109/iembs.2007.4353854
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Independent Component Analysis Applied to Ultrasound Speckle Texture Analysis and Tissue Characterization

Abstract: Analysis of ultrasound speckle texture will provide us information about the underlying properties of tissue, could find applications in early lesion detection and tissue characterization. Traditional first and second order statistics based approaches ignore the higher order statistics information in the texture. On the other hand, conventional multichannel filtering or multiresolution analysis approaches rely on the predefined analytical bases which are not fully adaptive to the data being analyzed. In this p… Show more

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Cited by 7 publications
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