Title :
An efficient method based on wavelet for fusion of multi-sensor satellite images
Author :
Mangalraj, P. ; Agrawal, Rajuraykar Anupam
Author_Institution :
Indian Inst. of Inf. Technol., Allahabad, India
Abstract :
In this paper an efficient fusion algorithm for remotely sensed images has proposed. The wavelet tool is used for the decomposition of the images at different resolutions. By applying the fusion rules at different components (Approximated and Detailed) the desired output was obtained. The results of the proposed fusion algorithm are compared with the conventional Principal Component Analysis method. It is proved by the quantitative analysis, the proposed one outperforms the existing conventional fusion technique.
Keywords :
chemical analysis; image fusion; principal component analysis; radar imaging; remote sensing by radar; wavelet transforms; image decomposition; multi-sensor satellite images; principal component analysis method; quantitative analysis; remotely sensed images; wavelet tool; Computers; Discrete wavelet transforms; Image resolution; Principal component analysis; Remote sensing; Visualization; Fusion; Quantitative Analysis; Wavelet;
Conference_Titel :
Electrical, Computer and Communication Technologies (ICECCT), 2015 IEEE International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-6084-2
DOI :
10.1109/ICECCT.2015.7226108