DocumentCode
3411399
Title
A less computation intensive non-rigid image registration by modifying demons deformation algorithm
Author
Mondal, Prasenjit ; Mishra, Anadi ; Banerjee, Sean
Author_Institution
E&ECE Dept., IIT Kharagpur, Kharagpur, India
fYear
2013
fDate
19-21 Dec. 2013
Firstpage
19
Lastpage
22
Abstract
Image registration is the process of aligning two images of different modalities or images acquired at different times using the same modality. Minimization of the alignment error with less computation is a challenging task especially in a medical imaging system. To deform the image for alignment with reference image, the Demons deformation algorithm has been used extensively. This paper presents some modification in Demons deformation algorithm which helps to reduce alignment error as well as runtime by 25% and 33% respectively.
Keywords
image registration; medical image processing; Demons deformation algorithm modification; image alignment error minimization; image modalities; medical imaging system; nonrigid image registration; reference image; Algorithm design and analysis; Force; Image registration; Medical diagnostic imaging; PSNR; Vectors; Demons Algorithm; Medical Image Processing; Non-Rigid Image Registration;
fLanguage
English
Publisher
ieee
Conference_Titel
Advances in Electrical Engineering (ICAEE), 2013 International Conference on
Conference_Location
Dhaka
Print_ISBN
978-1-4799-2463-9
Type
conf
DOI
10.1109/ICAEE.2013.6750297
Filename
6750297
Link To Document