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摘要： 针对传统的颜色直方图无法反映色彩分布的空间信息这一缺陷，提出了一种以同一颜色构成的最大连通区域及其边缘颜色粗糙度的图像检索方法，并在此基础上将图像间的相似度定义为整体相似度与以图像分块为基础的局部相似度的加权和，以反映人们对图像相似度的判定过程。实验表明，该方法获得了图像颜色的空间分布，并可以根据图像的颜色空间分布是否集中来调整整体相似度的权值，以提高检索性能，同时弥补了颜色直方图无法反映颜色空间分布的不足，提高了检索的准确性。
