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基于纹理与成像知识的高分辨率SAR图像水体检测
引用本文:朱俊杰,郭华东,范湘涛,丁赤飚,李立钢,李玉龙.基于纹理与成像知识的高分辨率SAR图像水体检测[J].水科学进展,2006,17(4):525-530.
作者姓名:朱俊杰  郭华东  范湘涛  丁赤飚  李立钢  李玉龙
作者单位:1.中国科学院电子学研究所, 北京, 100080;
基金项目:国家科技攻关计划;中国科学院知识创新工程项目
摘    要:为了精确地提取水体,首先对高分辨率合成孔径雷达(SAR)图像中农村民房的成像机理进行了分析,接着通过图像纹理检测方法和基于知识的建筑物阴影表达去除了建筑物阴影,最后精确地提取出SAR图像中的水体,说明对高分辨率SAR图像进行信息检测时,传统方法和基于成像机理的知识表达方法能够精确地实现水体目标检测,从而可以进一步对水体进行分析。

关 键 词:纹理    小波    高分辨率    合成孔径雷达    成像知识    水体检测
文章编号:1001-6791(2006)04-0525-06
收稿时间:2005-03-10
修稿时间:2005-05-08

Water detection with high-resolution SAR image based on texture and imaging knowledge
ZHU Jun-jie,GUO Hua-dong,FAN Xiang-tao,DING Chi-biao,LI Li-gang,LI Yu-long.Water detection with high-resolution SAR image based on texture and imaging knowledge[J].Advances in Water Science,2006,17(4):525-530.
Authors:ZHU Jun-jie  GUO Hua-dong  FAN Xiang-tao  DING Chi-biao  LI Li-gang  LI Yu-long
Affiliation:1.Institute of Electronics, Chinese Academy of Sciences, Beijing 100080, China;2.Institute of Remote Sensing Applications, Chinese Academy of Sciences, Beijing 100101, China;3.Development and Research Center of China Geological Survey, Beijing 100083, China
Abstract:In order to extract water accurately, we analyze the characteristics and the imaging mechanism of the country buildings in the synthetic aperture rader(SAR) images, and find that the water detection is interfered by the shadow of the buildings.Therefore,the water is accurately extracted from the high-resolution SAR image after getting rid of the building shadows by the texture method and the knowledge-based building representation.This paper indicates that it can more accurately extract information from the high-resolution SAR images with the traditional methods,combining with the knowledge-based methods.After extracting water we can analyze the correlative information farther.
Keywords:texture  wavelet  high resolution  synthetic aperture rader  imaging knowledge  water detection
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