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一种有效去除图像中脉冲噪声的滤波算法 被引量:8

An Effective Impulse Noise Image Filter
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摘要 为了抑制脉冲噪声,根据脉冲噪声点和边缘像素点的特征,提出了一种新的基于脉冲噪声点检测的滤波算法.实验结果表明,与传统中值滤波相比,这种新算法很好地保留了图像的细节,尤其在噪声密度较低时,滤波性能更加优越. In order to suppress the impulse noise,a new filter based on the impulse noise point detection is presented according to the characteristics of the impulse noise points and the edge pixels.Experimental results show that this new algorithm preserves good image detail compared with the traditional median filter,especially superior filtering performance when the noise density is low.
出处 《兰州交通大学学报》 CAS 2011年第1期18-21,共4页 Journal of Lanzhou Jiaotong University
基金 甘肃省自然科学基金(0803RJZA027)
关键词 脉冲噪声 中值滤波 噪声点检测 impulse noise median filter noise detection
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  • 1玉振明,毛士艺,袁运能,高飞.基于边缘检测小波变换的图像融合研究[J].电子学报,2005,33(8):1446-1450. 被引量:9
  • 2田红磊,张卫宁,赵振.基于迭代中值滤波的自适应两级排序滤波算法[J].山东大学学报(工学版),2005,35(5):60-62. 被引量:3
  • 3郭海霞,解凯.一种改进的自适应中值滤波算法[J].中国图象图形学报,2007,12(7):1185-1188. 被引量:30
  • 4YUKSEL M E,BESDOK E. A simple neuro2fuzzy impulse detector for efficient blur reduction of impulse noise removal operators for digital images[J]. IEEE Transactions on Fuzzy Systems, 2004,12 (6) : 854-865.
  • 5Castleman Kenneth R. Digital Image Processing [M]. Beijing: Tsinghua University Press, 1998: 462-466.
  • 6Mallat S, Zhong S. Characterization of signals from multiscale edges [J]. IEEE Trans. on PAMI(S0162-8828), 1992, 14(7): 710-732.
  • 7Truchetet F, Laligant O, Bourenanne E, et al. Frame of wavelets for edge detection [J]. Proc. of SPIE(S0277-786X), 1994, 2303: 141-152.
  • 8REN Chao, WU Si-liang, JIAO Li-cheng. Edge detection algorithm of SAR images with wedgelet filter [J]. Journal of Beijing Institute of Technology(S1004-0579), 2008, 17(3): 346-350.
  • 9Canny J. A computational approach to edge detection [J]. IEEE Trans. on PAMI(S0162-8828), 1986, 8(6): 679-698.
  • 10[1]Sun T, Neuvo Y. Detail-preserving median based filters in image processing. Pattern Recognit. Lett., 1994,15:341-347.

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