DocumentCode
2165863
Title
Research on Multi-Mode Medical Image Fusion Algorithm Based on Wavelet Transform and the Edge Characteristics of Images
Author
Zhang, Xiaoqing ; Zheng, Yongguo ; Peng, Yanjun ; Liu, Weike ; Yang, Changqiang
Author_Institution
Coll. of Inf. Sci. & Eng., Shandong Univ. of Sci. & Technol., Qingdao, China
fYear
2009
fDate
17-19 Oct. 2009
Firstpage
1
Lastpage
4
Abstract
This article presents a wavelet transformation based multi-mode medical image fusion algorithm which combined with the edge characteristics of sub-image, making wavelet transformation on multi-source medical image to be integrated firstly, and then set up appropriate fusion operator to make integration according to edge feature of sub-images transformed and human eyes´ different sensitivity on images in HVS, and reconstruct fusion image through inverse transformation at last. Tested by the integration experiment on brain MRI-PET images, it is proved that this method can combine anatomical information and functional information together more effectively, and retain the edge characteristics of original image better.
Keywords
edge detection; image fusion; image reconstruction; medical image processing; wavelet transforms; HVS; brain MRI-PET image; human eye; image edge characteristics; image reconstruction; inverse transformation; multimode medical image fusion algorithm; wavelet transform; Arithmetic; Biomedical imaging; Computed tomography; Humans; Image fusion; Image reconstruction; Magnetic resonance imaging; Medical diagnostic imaging; Positron emission tomography; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location
Tianjin
Print_ISBN
978-1-4244-4129-7
Electronic_ISBN
978-1-4244-4131-0
Type
conf
DOI
10.1109/CISP.2009.5304483
Filename
5304483
Link To Document