Title :
Magnetic resonance image wavelet enhancer
Author :
Rodriguez, A.O. ; Mansfield, P. ; Azpiroz, J.
Author_Institution :
Departamento de Ingenieria Electrica, Univ. Autonoma Metropolitana Iztapalapa, Mexico City, Mexico
Abstract :
Echo-planar imaging is able to generate images in less than 80 ms; however, images have poor quality since they have an intrinsic poor signal-to-noise ratio. Filtering techniques such as the Fourier transform can be applied to enhance the image quality. Another natural tool is the so-called wavelet transform, this is an analytical tool capable of generating an analysis in time and frequency simultaneously. The two-dimensional wavelet transform is applied to blood flow maps produced with a flow encoding echo-planar imaging sequence to improve the image signal-to-noise ratio. Enhanced flow maps and contour maps are presented. The wavelet transform shows that flow magnetic resonance images can be improved without detriment of the spatial resolution and unmasking the relevant anatomical and physiological information.
Keywords :
biomedical MRI; blood flow measurement; cardiovascular system; image resolution; image sequences; medical image processing; wavelet transforms; Fourier transform; analytical tool; anatomical information; blood flow maps; contour maps; echo-planar imaging; enhanced flow maps; filtering techniques; flow encoding echo-planar imaging sequence; image quality; image signal-to-noise ratio; magnetic resonance image wavelet enhancer; physiological information; spatial resolution; two-dimensional wavelet transform; Filtering; Fourier transforms; Image generation; Magnetic analysis; Magnetic resonance; Magnetic resonance imaging; Magnetic separation; Signal generators; Signal to noise ratio; Wavelet transforms;
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
Print_ISBN :
0-7803-7211-5
DOI :
10.1109/IEMBS.2001.1017278