形态学分水岭算法在图像分割中应用
首发时间:2010-02-08
摘要:图像分割是图像处理领域中重要的研究内容。本文将基于极小值技术的形态学分水岭算法应用于图像分割中,克服传统分水岭的过分割问题。利用其较好的去噪能力,获得图像较好的边缘检测,达到较好的图像分割效果,并拓展了分水岭算法的应用领域。仿真结果表明,形态学分水岭算法可以获得更好的图像分割效果,而且性能优于传统经典算子。
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Application of Morphologicac Watershed Algorithm In Image Segmentation
Abstract:Image segmentation is one of the most important research fields of image process and computer vision.In this paper, improved watershed algorithm is introduced, and can overcome over segmentation .Simulation results show that the proposed algorithm have a better image segmentation results than classical watershed and edge detection algorithms.
Keywords: morphology watershed image segmentation
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