DocumentCode
1619961
Title
A Hybrid Algorithm for Medical Image Registration
Author
Daneshvar, Sabalan ; Ghassemian, Hassan
Author_Institution
Dept. of Electr. Eng., Tarbiat Modares Univ. of Tehran
fYear
2006
Firstpage
3272
Lastpage
3275
Abstract
Registration is a process to align different acquired images of the same subject. A major problem in this field is to register images captured by different imaging systems. These images have different gray values so simple methods like correlation are not applicable. In this paper automated registration of CT and MR head images is studied. It is assumed that images are only of relative translation and rotation. The proposed method includes two stages. First, feature extraction of CT and MR images, (should be extractable and constant in both imaging systems). Second, feature alignment which is moment-based. The results confirm the accuracy and robustness of the proposed method
Keywords
biomedical MRI; computerised tomography; feature extraction; image registration; medical image processing; CT head images; MR head images; feature extraction; hybrid algorithm; medical image registration; moment-based feature alignment; Biomedical imaging; Computed tomography; Data mining; Feature extraction; Head; Image registration; Medical diagnostic imaging; Optical imaging; Robustness; X-ray imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location
Shanghai
Print_ISBN
0-7803-8741-4
Type
conf
DOI
10.1109/IEMBS.2005.1617175
Filename
1617175
Link To Document