Title :
Improved image registration technique based on Demons and symmetric orthogonal gradient information
Author :
Cheng Lu ; Mandal, Mrinal
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Alberta, Edmonton, AB, Canada
Abstract :
Accurate registration is crucial to medical image analysis and visualization. In this paper, we propose an improved image registration technique based on Demons technique. The proposed technique improves registration quality by combining symmetric gradient and orthogonal gradient information. Experimental results show that the proposed technique provides a superior performance(13%-21% improvement) compared to existing non-rigid registration technique in terms of registration accuracy.
Keywords :
image registration; medical image processing; Demons technique; improved image registration technique; medical image analysis; medical image visualization; nonrigid registration technique; symmetric orthogonal gradient information; Biomedical imaging; Book reviews; Computational modeling; Image registration; Mathematical model; Pixel; Visualization;
Conference_Titel :
Signal Processing and Communications (SPCOM), 2010 International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4244-7137-9
DOI :
10.1109/SPCOM.2010.5560547