Title :
Fusion of High Resolution Satellite SAR and Optical Images
Author :
Chandrakanth, R. ; Saibaba, J. ; Varadan, Geeta ; Raj, P. Ajay-D-Vimal
Author_Institution :
Dept. of Space, Adv. Data Process. Res. Inst., Hyderabad, India
Abstract :
This paper proposes a methodology for fusion of high resolution satellite SAR and Optical Panchromatic images. The main objective of fusion is to bring together complementary information contained in SAR and Optical images. The paper discusses and illustrates the issues involved in merging and choosing of suitable approaches to overcome them. The choosing of proper fusion method was explained from the point of nature of SAR and Optical wave interaction with the surface and objective of fusion. Two methods are proposed in this paper one is based on Fourier filtering and the other is based on multiresolution pyramid. The methodologies are applied on Cartosat-1 Panchromatic and TerraSAR-X images. The results and evaluation of the fusion based on entropy are presented.
Keywords :
geophysical image processing; geophysical techniques; image fusion; image registration; remote sensing by radar; synthetic aperture radar; Cartosat-1 Panchromatic images; Fourier filtering; TerraSAR-X images; high resolution satellite SAR images; image fusion; image registration; optical images; optical panchromatic images; optical wave interaction; speckle noise;
Conference_Titel :
Multi-Platform/Multi-Sensor Remote Sensing and Mapping (M2RSM), 2011 International Workshop on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-9402-6
DOI :
10.1109/M2RSM.2011.5697405