Angle Images using Gabor Filters in Cardiac Tagged MRI

被引:0
|
作者
Barajas, Joel [1 ]
Garcia-Barnes, Jaume [1 ]
Carreras, Francesc [1 ]
Pujadas, Sandra [1 ]
Radeva, Petia [1 ]
机构
[1] CICATA IPN, Queretaro, Mexico
来源
ARTIFICIAL INTELLIGENCE RESEARCH AND DEVELOPMENT | 2005年 / 131卷
关键词
Tagged MRI; Gabor Filters; Angle Images; HARP;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
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
引用
收藏
页码:107 / 114
页数:8
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