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基于空域结构的自适应纹理识别算法
引用本文:颜彬. 基于空域结构的自适应纹理识别算法[J]. 计算机工程与设计, 2004, 25(8): 1390-1392
作者姓名:颜彬
作者单位:江汉大学,计算机科学系,湖北,武汉,430056
摘    要:
提出了基于空域结构的纹理识别算法。用纹理的基元结构分布与纹理分布字典参数进行了相关及旋转相关比较,得出了纹理归类结果及纹理相似的最佳精度,用可识别纹理参数调整纹理分布字典,使之具有自适应性。实验结果表明,用本算法识别的纹理与视觉识别结果高度一致。

关 键 词:纹理识别  空域结构  分布相关
文章编号:1000-7024(2004)08-1390-03

Adaptive texture recognition algorithm based on spatial structure
YAN Bin. Adaptive texture recognition algorithm based on spatial structure[J]. Computer Engineering and Design, 2004, 25(8): 1390-1392
Authors:YAN Bin
Abstract:
An adaptive texture recognition algorithm is proposed based on spatial structure. The primitive structure distribution of a texture image is compared with the parameters in a texture distribution dictionary in terms of correlation and rotational correlation, to obtain texture recognition result and optimum similarity. The contents in the texture distribution dictionary is then adaptively adjusted by the parameters of the new texture judged as one in same group. Experiment results showsd that textures recognized by this algorithm are in accordance with that by visual recognition.
Keywords:texture recognition  spatial structure  distribution correlation
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