Title :
Interpolation of human cardiac DT-MRI data using polar coordinates
Author :
Yang, Feng ; Zhu, Yue-Min ; Song, Xin ; Luo, Jian-Hua ; Clarysse, Patrick
Author_Institution :
CREATIS, Univ. of Lyon, Villeurbanne, France
Abstract :
Diffusion tensor magnetic resonance imaging (DT-MRI, or DTI) is a new technique allowing ex-vivo and/or in-vivo investigation of human fibrous tissues. Processing of DT-MRI data appears as a new field for image processing community. This paper presents an interpolation method for the eigenvector fields in human cardiac DT-MRI. The method accounts for inherent relationships between vector components and the influence of the heart shape on eigenvector fields. It consists of converting the ventricle onto a polar coordinate space, and achieving simultaneously interpolation and denoising. The interest of the method is demonstrated with the aid of human cardiac DT-MRI data.
Keywords :
biomedical MRI; eigenvalues and eigenfunctions; interpolation; medical image processing; diffusion tensor magnetic resonance imaging; eigenvector fields; human cardiac DT-MRI data; image processing; interpolation; polar coordinates; Azimuth; Diffusion tensor imaging; Humans; Interpolation; Myocardium; Optical fiber polarization; Tensile stress; DTI; Diffusion tensor; Fiber architecture; Polar Coordinats; TPS; Vector field interpolation;
Conference_Titel :
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5897-4
DOI :
10.1109/ICOSP.2010.5655748