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Texture Image Fusion on Wavelet Scheme with Space Borne High Resolution Imagery: An Experimental Study
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  • Texture Image Fusion on Wavelet Scheme with Space Borne High Resolution Imagery: An Experimental Study
  • Texture Image Fusion on Wavelet Scheme with Space Borne High Resolution Imagery: An Experimental Study
저자명
Yoo. Hee-Young,Lee. Ki-Won
간행물명
大韓遠隔探査學會誌
권/호정보
2005년|21권 3호|pp.243-252 (10 pages)
발행정보
대한원격탐사학회
파일정보
정기간행물|ENG|
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기타
이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
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기타언어초록

Wavelet transform and its inverse processing provide the effective framework for data fusion. The purpose of this study is to investigate applicability of wavelet transform using texture images for the urban remote sensing application. We tried several experiments regarding image fusion by wavelet transform and texture imaging using high resolution images such as IKONOS and KOMPSAT EOC. As for texture images, we used homogeneity and ASM (Angular Second Moment) images according that these two types of texture images reveal detailed information of complex features of urban environment well. To find out the useful combination scheme for further applications, we performed DWT(Discrete Wavelet Transform) and IDWT(Inverse Discrete Wavelet Transform) using texture images and original images, with adding edge information on the fused images to display texture-wavelet information within edge boundaries. The edge images were obtained by the LoG (Laplacian of Gaussian) processing of original image. As the qualitative result by the visual interpretation of these experiments, the resultant image by each fusion scheme will be utilized to extract unique details of surface characterization on urban features around edge boundaries.