基于最大熵的自动确定多阈值方法 |
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作者姓名: | 曹力 史忠科 郑家伟 |
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作者单位: | [1]南京航空航天大学民航学院,中国南京210016 [2]西北工业大学自动控制系,中国西安710072 [3]香港理工大学电气工程系,中国红磡香港 |
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摘 要: | 针对图像多阈值分割中,人为给定而非自适应确定图像分类个数的缺点,结合一种基于最大熵的多阈值快速算法,同时考虑阈值及图像分类个数的影响,提出了自适应确定分类个数的判据。该算法不仅能够快速确定阈值,同时可以确定分割图像的分类个数。实验结果表明,该算法效果理想。
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关 键 词: | 多阈值 最大熵 分类个数 非参数方法 |
收稿时间: | 2004/12/31 0:00:00 |
修稿时间: | 2005/3/17 0:00:00 |
AUTOMATIC MULTILEVEL THRESHOLDING METHOD BASED ON MAXIMUM ENTROPY |
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Authors: | CAO Li SHI Zhong-ke CHENG Kai-wei |
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Abstract: | In the multilevel thresholding segmentation of the image, the classification number is always given by the supervisor. To solve this problem, a fast multilevel thresholding algorithm considering both the threshold value and the classification number is proposed based on the maximum entropy, and the self-adaptive criterion of the classification number is given. The algorithm can obtain thresholds and automatically decide the classification number. Experimental results show that the algorithm is effective. |
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Keywords: | multilevel thresholding maximum entropy classification number nonparametric method |
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