Multiresolution analysis and classification of the textured SAR image with wavelet transform

Guoqing Liu; Hong Xiong; ShunJi Huang

doi:10.1117/12.323628

25 September 1998 Multiresolution analysis and classification of the textured SAR image with wavelet transform

Guoqing Liu, Hong Xiong, ShunJi Huang

Proceedings Volume 3545, International Symposium on Multispectral Image Processing (ISMIP'98); (1998) https://doi.org/10.1117/12.323628
Event: International Symposium on Multispectral Image Processing, 1998, Wuhan, China

Abstract

This paper studies on the multiresolution analysis and classification of the textured synthetic aperture radar (SAR) image using the wavelet transform (WT). The tree- structured WT algorithm is first employed to decompose a real-world textured SAR image, and to quantify different texture types in the image. Then, the pyramid-structured WT algorithm is applied in the multiresolution classification of the image. The classification result obtained demonstrates the advantage of the WT in the textured SAR image classification.

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Guoqing Liu, Hong Xiong, and ShunJi Huang "Multiresolution analysis and classification of the textured SAR image with wavelet transform", Proc. SPIE 3545, International Symposium on Multispectral Image Processing (ISMIP'98), (25 September 1998); https://doi.org/10.1117/12.323628

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KEYWORDS

Image classification

Synthetic aperture radar

Wavelet transforms

Linear filtering

Wavelets

Image resolution

Digital filtering

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