| 基于直方图聚类的颜色分级方法 |
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| 引用本文： | 周亚安,钟克洪,周成平.基于直方图聚类的颜色分级方法[J].计算机工程与应用,2003,39(32):98-100. |
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| 作者姓名： | 周亚安 钟克洪 周成平 |
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| 作者单位： | 华中科技大学图像识别与人工智能研究所图像信息处理与智能控制教育部重点实验室,武汉,430074 |
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| 摘 要： | 文章提出了一种利用颜色特征对瓷砖进行在线颜色分级的新方法。针对瓷砖图像数据量大的特点,采用了颜色空间分裂和与初始条件无关的聚类算法相结合的量化方法来提取瓷砖图像颜色特征,这既可满足算法实时性要求又充分考虑到了颜色分级对特征的精确性要求。实验结果证明了该方法的有效性。
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| 关 键 词： | 机器视觉 工业检测 颜色分级 瓷砖 |
| 文章编号： | 1002-8331-(2003)32-0098-03 |
Color Grading Method Using Histogram Clustering |
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| Zhou Yaan Zhong Kehong Zhou Chengping.Color Grading Method Using Histogram Clustering[J].Computer Engineering and Applications,2003,39(32):98-100. |
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| Authors: | Zhou Yaan Zhong Kehong Zhou Chengping |
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| Abstract: | A new method using color feature for online color grading of ceramic tiles is presented.Because of the char-acteristics of huge data quantity of the ceramic tile image,a combined quantization method with color space splitting and initial condition independent clustering to acquire the color feature is put forward.It not only satisfies the real-time demands but also gives attention to the need of feature precision for grading.Experiments demonstrate the validity of the method. |
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| Keywords: | Machine vision Industry inspection Color grading Ceramic tiles |
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