计算机科学 ›› 2016, Vol. 43 ›› Issue (Z6): 191-193.doi: 10.11896/j.issn.1002-137X.2016.6A.045
戴珊,李广军
DAI Shan and LI Guang-jun
摘要： 提出一种统一的图像自动分割模型。为了将图像分为颜色、纹理相近的不同的区域,提出了一个处理方法,具体分为两个步骤:首先,用改进的简单线性迭代聚类算法对输入图像进行预处理,即过分割；然后,用其低阶颜色矩表示这些区域的特征,并进一步利用近邻传播聚类算法将这些区域进行合并。在公开的数据集上进行了详细的实验,结果证明了所提算法的有效性和健壮性。
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