DocumentCode :
3380784
Title :
Nonrigid image registration using spatial and multiresolution techniques
Author :
Arivazhagan, S. ; Mani, V.R.S. ; Prema, G.
Author_Institution :
Dept. of ECE, Mepco Schlenk Eng. Coll., Sivakasi, India
fYear :
2011
fDate :
21-22 July 2011
Firstpage :
818
Lastpage :
823
Abstract :
In this paper a new approach for nonrigid registration is introduced. The global change in the image is modeled by an affine transformation. Curve let transform is also combined with affine for computation time reduction. Registration error can be obtained between the reference and target image using intensity based similarity measures such as difference, mean square error, gradient difference, log difference, pattern intensity. Registration error for different methods such as affine, affine after Curvelet and Curvelet after affine are done and the results are tabulated.
Keywords :
affine transforms; curvelet transforms; image registration; image resolution; mean square error methods; affine transformation; computation time reduction; curvelet transform; gradient difference; intensity based similarity measures; log difference; mean square error; multiresolution technique; nonrigid image registration error; pattern intensity; spatial technique; target image; Computers; Educational institutions; Image resolution; Noise; Noise measurement; Wavelet transforms; Curvelet transform; affine transform; gradient difference; log-difference; nonrigid registration; pattern intensity;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, Communication, Computing and Networking Technologies (ICSCCN), 2011 International Conference on
Conference_Location :
Thuckafay
Print_ISBN :
978-1-61284-654-5
Type :
conf
DOI :
10.1109/ICSCCN.2011.6024663
Filename :
6024663
Link To Document :
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