Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/64665
Title: Fusion of SAR and optical images for earth remote sensing
Authors: Liu, Shurui
Keywords: DRNTU::Engineering::Electrical and electronic engineering
Issue Date: 2015
Abstract: In this paper, I introduced the image fusion method of optical and SAR images of Earth remote sensing based on RGB-IHS transform. In the experiment, I first performed the image registration and image smoothing on the image. Also, I analyzed the effect of image smoothing with mean filter and median filter. Then, I performed RGB-IHS transform with direct method, weighted average method and high pass filter method for the image fusion. The fusion results show that the direct method may cause serious color distortion and low spatial resolution. The weighted average method with proper weighting average factor can give better fusion result with good spatial texture characteristic, spatial resolution and color information. While high pass filter method with Butterworth filter and proper weighting average factor can further improve the fusion quality.
URI: http://hdl.handle.net/10356/64665
Schools: School of Electrical and Electronic Engineering 
Rights: Nanyang Technological University
Fulltext Permission: restricted
Fulltext Availability: With Fulltext
Appears in Collections:EEE Student Reports (FYP/IA/PA/PI)

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