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METHOD FOR SEGMENTATION OF BITMAP IMAGES BASED ON GROWING AND MERGING REGIONS

机译:基于生长和融合区域的位图图像分割方法

摘要

FIELD: information technology.;SUBSTANCE: method involves initial redundant segmentation by growing regions until said regions completely fill the image area using colour information; a step-by-step region merging process is performed with possibility of using texture information, a multi-scale gradient image is calculated using a wavelet-statistics calculation method; morphologic filling and level quantisation are used when determining crystallisation centres by searching for minima of the gradient image; wavelet-statistics calculation is performed to obtain texture information which is equally used during pixel-by-pixel growing of regions and when merging regions; when searching for the optimum step of ending region merging, the maximum growth rate of the sequence of values of the merging cost function, calculated on the entire region merging range, is determined, the wavelet-statistics is calculated as a function of the initial image.;EFFECT: high quality of segmentation.;2 cl, 4 dwg
机译:领域:信息技术:方法涉及通过生长区域来进行初始冗余分割,直到所述区域使用颜色信息完全填充图像区域为止。进行可能使用纹理信息的逐步区域合并处理,使用小波统计计算方法计算多尺度梯度图像;通过搜索梯度图像的最小值来确定结晶中心时,将使用形态填充和能级量化。进行小波统计计算以获得纹理信息,该纹理信息在区域的逐像素生长期间以及合并区域时平均使用;当搜索结束区域合并的最佳步骤时,确定在整个区域合并范围上计算出的合并成本函数的值序列的最大增长率,并根据初始图像计算小波统计量。;效果:高质量的分割。; 2 cl,4 dwg

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