Edge detection and localisation in SAR images:: a comparative study of global filtering and active contour approaches

被引:2
作者
Germain, O [1 ]
Réfrégier, P [1 ]
机构
[1] Ecole Natl Super Phys Marseille, Lab Signal & Image, F-13397 Marseille 20, France
来源
IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING IV | 1998年 / 3500卷
关键词
SAR image segmentation; edge localisation; likelihood ratio detector; statistical active contour;
D O I
10.1117/12.331855
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
We adress the problem of edge detection in synthetic aperture radar (SAR) images and we particulary focus on the precision with which the frontier of an object can be determined. Recently, an edge detection global filter has been proposed. It involves a two-region analyzing window whose properties greatly influence its efficiency. In this paper, we will study the filter detection and localisation abilities as functions of the analyzing window geometry, namely its shape, size and orientation. We will then introduce another approach to segment an object in a SAR image: the statistical active contour. The spatial precision of these two approaches will be finally compared and discussed.
引用
收藏
页码:111 / 121
页数:7
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