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Pyramidal Seeded Region Growing Algorithm and Its Use in Image Segmention

机译:金字塔形种子区域增长算法及其在图像分割中的应用

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摘要

Improvement of "Seeded Region Growing" (SRG) segmentation algorithm based on the pyramidal representation of image is described. Segmentation starts from the proper coarse level of pyramid using seed points chosen by the operator. Segmented contours are projected to the level below. On each subsequent level, SRG algorithm is applied only to pixels inside the window of variable size near the projected contour which leads to the linear dependence of execution time on the image size. Implementation exploiting the graphic user interface allows various forms of the interactive control of image segmentation.
机译:描述了基于图像的金字塔表示的“种子区域增长”(SRG)分割算法的改进。使用操作员选择的种子点,从金字塔的适当粗略层次开始进行分割。分段轮廓投影到下面的水平。在每个后续级别上,仅将SRG算法应用于在投影轮廓附近的可变大小窗口内的像素,这会导致执行时间与图像大小线性相关。利用图形用户界面的实现允许图像分割的交互式控制的各种形式。

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