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首页> 外文期刊>Marine Geodesy >Shoreline Extraction from RADARSAT-2 Intensity Imagery Using a Narrow Band Level Set Segmentation Approach
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Shoreline Extraction from RADARSAT-2 Intensity Imagery Using a Narrow Band Level Set Segmentation Approach

机译:使用窄带水平集分割方法从RADARSAT-2强度图像中提取海岸线

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摘要

This paper presents a semi-automated method for shoreline extraction from RADARSAT-2 intensity imagery. First, a preprocessing is applied to enhance the contrast of the SAR image. Second, thresholding combined with morphological filtering is employed to segment the SAR image into the land and the sea. Third, narrow band level set segmentation is implemented to refine the segmentation result. In the last step, morphological filters are utilized to eliminate any remaining spurious segments. Boundaries between the land and the sea are delineated into shorelines based on the segmentation result. Experiment on RADARSAT-2 intensity images demonstrates that the proposed method is promising.
机译:本文提出了一种从RADARSAT-2强度图像中提取海岸线的半自动方法。首先,进行预处理以增强SAR图像的对比度。其次,将阈值与形态学滤波相结合,将SAR图像分割为陆地和海洋。第三,实现窄带水平集分割以细化分割结果。在最后一步中,使用形态过滤器来消除任何剩余的虚假段。根据分割结果,将陆地和海洋之间的边界划定为海岸线。 RADARSAT-2强度图像的实验表明,该方法是有前途的。

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  • 来源
    《Marine Geodesy》 |2010年第3期|p.187-203|共17页
  • 作者单位

    Department of Geography and Environmental Management, Faculty of Environment, University of Waterloo, Waterloo, Ontario, Canada;

    rnDepartment of Geography and Environmental Management, Faculty of Environment, University of Waterloo, Waterloo, Ontario, Canada 200 University Avenue West, Waterloo, Waterloo, Ontario, Canada N2L 3G1;

    rnDepartment of Geography and Environmental Management, Faculty of Environment, University of Waterloo, Waterloo, Ontario, Canada;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    shoreline mapping; RADARSAT-2; level set segmentation; narrow band;

    机译:海岸线地图;RADARSAT-2;水平集细分;窄带;

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