电子测量与仪器学报
電子測量與儀器學報
전자측량여의기학보
JOURNAL OF ELECTRONIC MEASUREMENT AND INSTRUMENT
2014年
11期
1288-1296
,共9页
朱贺%李臣明%张丽丽%沈洁
硃賀%李臣明%張麗麗%瀋潔
주하%리신명%장려려%침길
合成孔径雷达%河道提取%灰度阈值%轮廓形态
閤成孔徑雷達%河道提取%灰度閾值%輪廓形態
합성공경뢰체%하도제취%회도역치%륜곽형태
synthetic aperture radar%river channel extraction%grey threshold%contour
在合成孔径雷达( SAR)所获取的遥感图像中,河道区域由于其中水介质的电磁波反射率较低,在图像中呈现灰度低且灰度起伏小的特征。此外,河道区域由于水流的冲击作用,也具有显著的条带状轮廓形态特征。鉴于河道的这2种特征,联合灰度阈值分割及轮廓形态识别方法,采用多级分割策略,实现对河道区域的准确提取。实验结果证明,与经典的Otsu灰度阈值分割及其多种改进方法相比,多级分割方法能够更好的提取河道区域轮廓,且漏警率和虚警率均较低。
在閤成孔徑雷達( SAR)所穫取的遙感圖像中,河道區域由于其中水介質的電磁波反射率較低,在圖像中呈現灰度低且灰度起伏小的特徵。此外,河道區域由于水流的遲擊作用,也具有顯著的條帶狀輪廓形態特徵。鑒于河道的這2種特徵,聯閤灰度閾值分割及輪廓形態識彆方法,採用多級分割策略,實現對河道區域的準確提取。實驗結果證明,與經典的Otsu灰度閾值分割及其多種改進方法相比,多級分割方法能夠更好的提取河道區域輪廓,且漏警率和虛警率均較低。
재합성공경뢰체( SAR)소획취적요감도상중,하도구역유우기중수개질적전자파반사솔교저,재도상중정현회도저차회도기복소적특정。차외,하도구역유우수류적충격작용,야구유현저적조대상륜곽형태특정。감우하도적저2충특정,연합회도역치분할급륜곽형태식별방법,채용다급분할책략,실현대하도구역적준학제취。실험결과증명,여경전적Otsu회도역치분할급기다충개진방법상비,다급분할방법능구경호적제취하도구역륜곽,차루경솔화허경솔균교저。
In the remote sensing image acquired by the synthetic aperture radar, the grey level of the pixels inclu-ding in the river channel is relative low and with low moderation since the electromagnetic wave reflectivity of the water is low.Moreover, because of the effect caused by water flow the river channel also has a saliency contour. Combining these two features of the river channel, a multistage segmentation method to correctly extract the region of the river channel is proposed in this paper.The experimental results prove that, comparing with the classic Otsu grey threshold method and its updated editions, the proposed method which combines the grey feature and the con-tour feature of the river channel has better performance to correctly extract the region of the river channel, both the missed alarm rate and the false alarm rate are lower.