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区域形态分析

area-shape-analysis

这是中科大研一课程数字图像分析的课程大作业。以下为题目要求。实现语言为matlab,具体内容见代码和report_dia.pdf。

题目

说明:

图像中含有大小不同的两类目标,请将各个目标分割出来,然后对分割的目标,利用合适的特征,将其进行分类。 segment the stones out and classify them with proper feature.

提示方法:

1、基于marker-controlled watershed进行分割,然后对分割的目标,选取特征进行Kmean聚类。

segment by marker-controlled watershed and clauster them by k-means

关于Marker-controlled watershed(基于标记的分水岭算法)可以参考:《数字图像处理(第二版)》(冈萨雷斯著) 见10.5.4节。 Gonzalez's book of chapter 10.5.4

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