一种高分辨率SAR图像水上桥梁目标识别新方法  

A Novel Algorithm for Bridge Recognition over Water in High Resolution SAR Image

作　　者：熊伟 钟娟娟 曹兰英 

机构地区：[1]中航雷达与电子设备研究院航空电子系统射频综合仿真航空科技重点实验室,江苏无锡214063

出　　处：《火力与指挥控制》2014年第4期133-136,140,共5页Fire Control & Command Control

基　　金：国防预研课题基金资助项目

摘　　要：首先采用灰度均值和方差二维特征模糊分割SAR图像,其次基于8邻域链码跟踪边界法剔除植被、阴影等虚警,然后通过水体轮廓搜索潜在桥梁ROI点并进行直线拟合、线段连接和线段延拓,消除河心洲、船只和条纹干扰等影响确定疑似桥梁ROI,最后采用双参CFAR检测法分割桥梁ROI,根据目标主轴方向和周长等特征消除桥梁ROI内的虚假目标,识别和定位桥梁。实验表明,该算法能够准确识别水上桥梁目标,对条纹干扰的桥梁和灰度梯度较弱的桥梁同样有效。First,2 -dimensional feature of gray mean and variance is adopt to the fuzzy segmentation of SAR image. Second,lawn and hill shadow false targets are excluded based on 8-neighbour chain-code tracking edge method. Then the potential edge points of bridge ROIs（regions of interest）obtained by searching the water regions are used to line fitting. In order to avoid the effect of island in river,ships and stripe jamming,the fitted lines are also connected and extended respectively to identify the suspected bridge ROIs. Finally,the suspected bridge ROIs are segmented by double parameter CFAR further,where the false targets are excluded by the principle axis direction and perimeter extracted,and the bridges are recognized and located exactly. Experimental results show the algorithm can recognize the bridges over water accurately in high resolution SAR image,especially the bridges with subtle grey gradient variance or disturbed by stripe jamming.

关 键 词：SAR图像 桥梁识别 模糊分割 双参恒虚警检测 直线拟合 

分 类 号：TN957[电子电信—信号与信息处理] TP751.2[电子电信—信息与通信工程]