DocumentCode
2382864
Title
A region-based image fusion algorithm using multiresolution segmentation
Author
Li, Zhenhua ; Jing, Zhongliang ; Liu, Gang ; Sun, Shaoyuan ; Leung, Henry
Author_Institution
Inst. of Aerosp. Inf. & Control, Shanghai Jiao Tong Univ., China
Volume
1
fYear
2003
fDate
12-15 Oct. 2003
Firstpage
96
Abstract
This paper describes a region-based multiresolution (MR) image fusion algorithm. The MR segmentations of source images to be fused are obtained by fuzzy c-means clustering. From these MR region representations of all the input images, we obtain a shared MR region representation to label all the input images. The fusion process is guided by these MR region representations. Experiment results using real data show that the proposed algorithm works well in multisensor image fusion.
Keywords
image resolution; image segmentation; pattern clustering; sensor fusion; wavelet transforms; MR region representation; MR segmentation; fusion process; fuzzy c-means clustering; multiresolution segmentation; multisensor image fusion; region based multiresolution image fusion algorithm; wavelet transforms; Filtering; Image fusion; Image segmentation; Laplace equations; Low pass filters; Multiresolution analysis; Pixel; Signal resolution; Sun; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Transportation Systems, 2003. Proceedings. 2003 IEEE
Print_ISBN
0-7803-8125-4
Type
conf
DOI
10.1109/ITSC.2003.1251928
Filename
1251928
Link To Document