| 多尺度边缘检测与图像分割的马尔可夫随机场模型 |
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| 引用本文： | 匡锦瑜 王颖. 多尺度边缘检测与图像分割的马尔可夫随机场模型[J]. 北京师范大学学报(自然科学版), 1996, 32(3): 325-329 |
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| 作者姓名： | 匡锦瑜 王颖 |
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| 作者单位： | 北京师范大学无线电电子学系 |
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| 摘 要： | 利用小波变换模极大值检测图像的多尺度边缘信息，根据这些信息和改进的马尔可夫随机场模型对低信噪比图像进行Ｂａｙｅｓ分割，结果表明，和一般松驰算法相比这种方法改善了图像分割的质量。
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| 关 键 词： | 图像分割 边缘检测 马氏随机场 多尺度边缘检测 |
MULTISCALE EDGE DETECTION AND MARKOV RANDOM FIELD MODELS FOR SEGMENTATION OF NOISY IMAGES |
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| Kuang Jinyu ,Wang Ying. MULTISCALE EDGE DETECTION AND MARKOV RANDOM FIELD MODELS FOR SEGMENTATION OF NOISY IMAGES[J]. Journal of Beijing Normal University(Natural Science), 1996, 32(3): 325-329 |
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| Authors: | Kuang Jinyu Wang Ying |
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| Abstract: | A modified version of Markov random field model for Bayesian segmentation of noisy images is discussed. The edges of the image are detected using modulus maxima of a wavelet transform, and the original scene is estimated by minimum energy algorithm using multiscale edge information detected. Some results show that the method leads to less segmentation error than the deterministic relaxation algorithm. |
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| Keywords: | Markov random field image segmentation edge detection wavelet transform |
| 本文献已被 CNKI 维普 等数据库收录！ |
