Angle Images Using Gabor Filters In Cardiac Tagged Mri

Proceedings of the 2005 conference on Artificial Intelligence Research and Development(2005)

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摘要
Tagged Magnetic Resonance Imaging (MRI) is a non invasive technique used to examine cardiac deformation in vivo An Angle Image is a representation of a Tagged MRI which recovers the relative position of the tissue respect to the distorted tags Thus cardiac deformation can be estimated This paper describes a new approach to generate Angle Images using a bank of Gabor filters in short axis cardiac Tagged MRI Our method improves the Angle Images obtained by global techniques like HARP with a local frequency analysis We propose to use the phase response of a combination of a Gabor filters bank and use it to find a more precise deformation of the left ventricle We demonstrate the accuracy of our method over HARP by several experimental results
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关键词
Tagged MRI,Gabor Filters,Angle Images,HARP
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