Title :
Robust Non-Rigid Registration of Multimodal Medical Image by Combining Local Phase Coherence with Residual Complexity Measure
Author :
Xia, Renbo ; Zhao, Jibin ; Liu, Weijun ; Wu, Jianhuang
Author_Institution :
Shenyang Inst. of Autom., Chinese Acad. of Sci., Shenyang, China
Abstract :
In this paper, a robust non-rigid multimodal image registration method is proposed using the local phase coherence representation (LPCR) as well as the residual complexity (RC) similarity measure. By integrating the LPCR and RC measure, we can find and track the non-rigid transformation of each pixel under diffeomorphism between the source and target images. Experiments using multimodal images are conducted to demonstrate the advantages of the proposed method.
Keywords :
biomedical measurement; computational complexity; image registration; medical image processing; diffeomorphism; local phase coherence; multimodal medical image; nonrigid transformation; residual complexity; robust nonrigid registration; similarity measure; Biomedical imaging; Computed tomography; Cost function; Distortion measurement; Image registration; Magnetic field measurement; Magnetic resonance imaging; Phase measurement; Pixel; Robustness;
Conference_Titel :
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4712-1
Electronic_ISBN :
2151-7614
DOI :
10.1109/ICBBE.2010.5518304