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基于SFF-W算法的潮滩边界提取研究 被引量:1
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作者 张斌 韩震 《海洋测绘》 CSCD 北大核心 2022年第1期55-59,共5页
以上海市南汇潮滩为研究区域,利用2017年高分一号(GF-1)卫星的遥感影像数据为数据源,提出了基于超像素的快速聚类算法(SFFCM)与水边线法相结合的SFF-W模型,用于对潮滩边界进行提取分析。通过目视解译提取的潮滩区域与水边线法、SFFCM模... 以上海市南汇潮滩为研究区域,利用2017年高分一号(GF-1)卫星的遥感影像数据为数据源,提出了基于超像素的快速聚类算法(SFFCM)与水边线法相结合的SFF-W模型,用于对潮滩边界进行提取分析。通过目视解译提取的潮滩区域与水边线法、SFFCM模型和SFF-W模型所提取的结果进行对比分析。结果表明,SFF-W模型在提取潮滩边界的方法中效果最优。SFF-W模型的总体精度和制图精度比水边线法分别提高了2.39%和10.79%,该模型能在半监督情况下准确地提取潮滩边界。并利用2019年该区域的遥感影像数据进行对比分析,本研究对于提取潮滩边界具有一定的借鉴和指导意义。 展开更多
关键词 遥感影像 潮滩边界提取模型 水边线法 快速聚类算 南汇潮滩
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Image Segmentation Using an Improved Watershed Algorithm 被引量:2
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作者 郭礼华 李建华 +1 位作者 杨树堂 陆松年 《Journal of Shanghai Jiaotong university(Science)》 EI 2004年第2期16-19,共4页
As watershed algorithm suffers from over-segmentation problem, this paper presented an efficient method to resolve this problem. First, pre-process of the image using median filter is made to reduce the effect of nois... As watershed algorithm suffers from over-segmentation problem, this paper presented an efficient method to resolve this problem. First, pre-process of the image using median filter is made to reduce the effect of noise. Second, watershed algorithm is employed to provide initial regions. Third, regions are merged according to the information between the region and boundary. In the merger processing based on the region information, an adaptive threshold of the difference between the neighboring regions is used as the region merge criteria, which is based on the human visual character. In the merger processing on the boundary information, the gradient is used to judge the true boundary of the image to avoid merging the foreground with the background regions. Finally, post-process to the regions using mathematical morphology open and close filter is done to smooth object boundaries. The experimental results show that this method is very efficient. 展开更多
关键词 image segmentation region merger watershed algorithm
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Two Dimensional Fully Nonlinear Numerical Wave Tank Based on the BEM
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作者 Zhe Sun Yongjie Pang Hongwei Li 《Journal of Marine Science and Application》 2012年第4期437-446,共10页
The development of a two dimensional numerical wave tank (NWT) with a rocker or piston type wavemaker based on the high order boundary element method (BEM) and mixed Eulerian-Lagrangian (MEL) is examined. The ca... The development of a two dimensional numerical wave tank (NWT) with a rocker or piston type wavemaker based on the high order boundary element method (BEM) and mixed Eulerian-Lagrangian (MEL) is examined. The cauchy principle value (CPV) integral is calculated by a special Gauss type quadrature and a change of variable. In addition the explicit truncated Taylor expansion formula is employed in the time-stepping process. A modified double nodes method is assumed to tackle the comer problem, as well as the damping zone technique is used to absorb the propagation of the free surface wave at the end of the tank. A variety of waves are generated by the NWT, for example; a monochromatic wave, solitary wave and irregular wave. The results confirm the NWT model is efficient and stable. 展开更多
关键词 numerical wave tank (NWT) boundary element method (BEM) nonlinear free surface condition mixed Eulerian-Lagrangian damping zone cauchy principle value(CPV)
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