Title :
Frequency-based fusion of multiresolution images
Author_Institution :
Dept. of Civil Eng., Nat. Chung-Hsing Univ., Taichung, Taiwan
Abstract :
This paper gives brief overviews on common image fusion methods in both spatial and spectral domains, and proposes a frequency-based image fusion approach for preserving the spatial and spectral information in merging multiresolution images. Procedures of these image fusion approaches and resulted images from merging QuickBird panchromatic and multispectral images are presented. In comparison with the other fusion methods tested, the suggested frequency-based fusion approach is flexible and suitable for enhancing the information content of the multiresolution images.
Keywords :
geophysical signal processing; sensor fusion; terrain mapping; QuickBird panchromatic images; frequency-based image fusion; multiresolution images; multispectral images; spatial domains; spectral domains; Frequency; Image fusion; Image resolution; Information filtering; Information filters; Kernel; Low pass filters; Pixel; Radiometry; Spatial resolution;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2003. IGARSS '03. Proceedings. 2003 IEEE International
Print_ISBN :
0-7803-7929-2
DOI :
10.1109/IGARSS.2003.1295231