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复杂背景下扩展目标多尺度小波分割策略
引用本文:孔刚,张启衡.复杂背景下扩展目标多尺度小波分割策略[J].光电子.激光,2004,15(2):216-220.
作者姓名:孔刚  张启衡
作者单位:中国科学院光电技术研究所,国家"863"计划光束控制重点实验室,四川,成都,610209;中国科学院光电技术研究所,国家"863"计划光束控制重点实验室,四川,成都,610209
摘    要:用大尺度小波检测主要轮廓边缘及抑制背景细纹和噪声,用小尺度小波进行边缘的精确定位检测,并分别计算自适应的双阈值;对用较大阈值限幅输出的2幅边缘图像进行相与,并去掉短的离散短边缘得到组合边缘输出图;结合在较小阈值限幅输出的大尺度小波边缘检测出图像及其相位图,对有相近幅度和相位的边缘进行连接,得到最后的边缘分割结果。实验结果表明,该分割策略是有效的。

关 键 词:图像分割  扩展目标  多尺度小波变换  双阈值
文章编号:1005-0086(2004)02-0216-05

Mutiscale Wavelet Based Segmentation of Extended Target in Complex Environment
KONG Gang,ZHANG Qi-heng.Mutiscale Wavelet Based Segmentation of Extended Target in Complex Environment[J].Journal of Optoelectronics·laser,2004,15(2):216-220.
Authors:KONG Gang  ZHANG Qi-heng
Affiliation:KONG Gang~*,ZHANG Qi-heng
Abstract:In this method,big-scale wavelet was used to detect main profile of the target and to restrain noise and sharp edges of background,and edge detection with precise location of the image was performed with small-scale wavelet,meanshile,two adaptive thresholds were calculated respectivly,two edge maps at each bigger threshold were performed logical-AND operation,short discrete edges were taken out from the result edge map,the remained edges with similar amplitude and phase were connected according to the edge map at smaller threshold and the phase map of big-scale wavelet edge detection,at last,closed profile of the target was gained.Experiments turned out the algorithm works efficiently.
Keywords:image segmentation  extended target  multiscale wavelet transform  double thresholds
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