Title :
3-dimensional throat region segmentation from MRI data based on fourier interpolation and 3-dimensional level set methods
Author :
Sean Campbell;Trushali Doshi;John Soraghan;Lykourgos Petropoulakis;Gaetano Di Caterina;Derek Grose;Kenneth MacKenzie
Author_Institution :
Dept. of Electronic and Electrical Engineering, University of Strathcylde, Glasgow G1 1XW, UK
Abstract :
A new algorithm for 3D throat region segmentation from magnetic resonance imaging (MRI) is presented. The proposed algorithm initially pre-processes the MRI data to increase the contrast between the throat region and its surrounding tissues and to reduce artifacts. Isotropic 3D volume is reconstructed using the Fourier interpolation. Furthermore, a cube encompassing the throat region is evolved using level set method to form a smooth 3D boundary of the throat region. The results of the proposed algorithm on real and synthetic MRI data are used to validate the robustness and accuracy of the algorithm.
Keywords :
"Magnetic resonance imaging","Interpolation","Three-dimensional displays","Image segmentation","Level set","Pharynx","Image reconstruction"
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
Electronic_ISBN :
1558-4615
DOI :
10.1109/EMBC.2015.7318882