Multiresolution analysis and classification of the textured SAR image with wavelet transform
Guoqing Liu, Hong Xiong, Huang Shunji · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1998
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.