基于改进Snake模型的SAR影像海岸线提取

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中图分类号:TN957.52 文献标志码:A 文章编号:2095-2945(2026)08-0012-06
Abstract:ThispaperimplementsthesegmentationofmarineandlandareasinSARimageusingtheOTSUthreshold segmentationmethod,mathematicalmorphologicaldilationanderosionoperationsaremployedtoaddressfasealarholesinthe segmentationresultscausedbyspecklenoise,surfacefeaturediversity,andotherfactors,obtainingacontiuousroughcoastline thatusesastheinitialcontourfortheSnakemodelTheclasicSnakemodelisimprovedtoanon-closedmodelstatehatis moresuitableforcoastlineextraction,theROEWAedge detectionalgorithmisusedtoestablishanewandmorerobustenergy fieldtoreplacethetraditionalextealgradientenergyfield,andthegredyalgorithmisusedtoapproximatethecoastlineand finally a more accurate coastline is obtained.
Keywords: radar image;coastline;threshold segmentation; snake model; OTSU threshold segmentation method
对SAR影像海岸线的提取跟一般图像的边缘检测类似,都是基于这样一种事实,即用于判定是否是边缘点的检测统计量的数值在边缘区域较大,而在非边缘区域则较小。(剩余5714字)