DocumentCode
3024213
Title
Image fusion algorithm based on contrast pyramid and application
Author
Mingjing Li ; Yubing Dong
Author_Institution
Coll. of Electron. & Inf. Eng., Changchun Univ., Changchun, China
fYear
2013
fDate
20-22 Dec. 2013
Firstpage
1342
Lastpage
1345
Abstract
Image fusion algorithm based on contrast pyramid was used to improve the quality of image. Contrast Pyramid algorithm is to decompose image to a series of decomposition layers which have different resolution and different spatial frequency. Each decomposition level reflects the contrast information of the image of the corresponding spatial frequency. The fusion algorithm based on contrast Pyramid decomposition can selectively highlight contrast information of fusion image, so it can achieve a good visual effect. The advantage of algorithm is that it could highlight contrast information, and some shortcomings existing in this algorithm is analyzed in this paper, it had been verified by experimental method. The experimental results suggest that details of information loss in fused image caused by local image overexposed.
Keywords
image fusion; image resolution; contrast pyramid algorithm; contrast pyramid decomposition; decomposition layers; decomposition level; image contrast information; image decomposition; image fusion algorithm; image quality; image resolution; spatial frequency; visual effect; Color; Educational institutions; Entropy; Image fusion; Indexes; MATLAB; Standards; contrast pyramid; mult-focus image fusion; performance evaluation;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronic Sciences, Electric Engineering and Computer (MEC), Proceedings 2013 International Conference on
Conference_Location
Shengyang
Print_ISBN
978-1-4799-2564-3
Type
conf
DOI
10.1109/MEC.2013.6885276
Filename
6885276
Link To Document