Title :
Entropy Selective Mutual Information-Based Image Registration
Author :
Karvir, Hrishikesh V. ; Skippe, Julie A. ; Repperger, Daniel W.
Author_Institution :
Dept. of Biomed., Wright State Univ., Dayton, OH
Abstract :
Multimodal imaging systems demand sophisticated registration routines. Due to computation time and non-convergence issues, the use of traditional mutual information (MI)-based registration is impractical. We propose our sampling optimization technique with selective high entropy MI computation as a rapid and robust image registration method for real-time applications.
Keywords :
entropy; image registration; optimisation; entropy selective mutual information; image registration; multimodal imaging systems; sampling optimization technique; Biomedical computing; Biomedical imaging; Cameras; Entropy; Image registration; Image resolution; Interpolation; Mutual information; Optimization methods; Signal resolution;
Conference_Titel :
Aerospace and Electronics Conference, 2008. NAECON 2008. IEEE National
Conference_Location :
Dayton, OH
Print_ISBN :
978-1-4244-2615-7
Electronic_ISBN :
7964-0977
DOI :
10.1109/NAECON.2008.4806542
