Title :
A new technique for accurate image registration of monomodality images
Author :
Arivazhagan, S. ; Mani, V.R.S. ; Prema, G.
Author_Institution :
Dept. of Electron. & Commun. Eng., Mepco Schlenk Eng. Coll., Sivakasi, India
Abstract :
This paper presents a new technique, used to register two images of the same modality and that are assumed to be differ from each other, by a rotation and a scale. Recently, researchers have introduced image registration techniques using log-polar transform for its scale and rotation invariant properties. However, it suffers from non-uniform sampling and it leads to inaccurate registration. Inspired by log polar transform, a new technique, fast uniform polar transform (FUPT) is used to overcome these disadvantages. The proposed method yields more accurate registration by finding the scale and rotation parameters directly without using optimization technique.
Keywords :
image registration; transforms; accurate image registration; fast uniform polar transform; log-polar transform; monomodality images; Brain; Feature extraction; Humans; Image registration; Nonuniform sampling; Pixel; Transforms; Modality; fast uniform polar transform (FUPT); image registration;
Conference_Titel :
Recent Trends in Information Technology (ICRTIT), 2011 International Conference on
Conference_Location :
Chennai, Tamil Nadu
Print_ISBN :
978-1-4577-0588-5
DOI :
10.1109/ICRTIT.2011.5972327