Estimation of Salt-Pepper Noise in Images Using Joint Entropy

作者: Tianyi Li , Fugang Xu , Xiaoqiang Dang

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摘要: We proposed an approach for estimating the density of salt-pepper noise in images using joint entropy value. The between noisy image and original or other typical was introduced this paper to depict inter-correlation. revealed how value changes along with density, we indicates that relation is robust individual traits. Finally represented such quantitative form took advantage make estimation density. Simulation results showed outperforms those existing methods.

参考文章(11)
CE Shennon, Warren Weaver, A mathematical theory of communication Bell System Technical Journal. ,vol. 27, pp. 379- 423 ,(1948) , 10.1002/J.1538-7305.1948.TB01338.X
Haixiang Xu, Guangxi Zhu, Haoyu Peng, Desheng Wang, Adaptive fuzzy switching filter for images corrupted by impulse noise Pattern Recognition Letters. ,vol. 25, pp. 1657- 1663 ,(2004) , 10.1016/J.PATREC.2004.05.025
Thomas M. Cover, Joy A. Thomas, Elements of information theory ,(1991)
Ruikang Yang, Lin Yin, M. Gabbouj, J. Astola, Y. Neuvo, Optimal weighted median filtering under structural constraints IEEE Transactions on Signal Processing. ,vol. 43, pp. 591- 604 ,(1995) , 10.1109/78.370615
H. Hwang, R.A. Haddad, Adaptive median filters: new algorithms and results IEEE Transactions on Image Processing. ,vol. 4, pp. 499- 502 ,(1995) , 10.1109/83.370679
Zhou Wang, D. Zhang, Restoration of impulse noise corrupted images using long-range correlation IEEE Signal Processing Letters. ,vol. 5, pp. 4- 7 ,(1998) , 10.1109/97.654865
Zhou Wang, D. Zhang, Progressive switching median filter for the removal of impulse noise from highly corrupted images IEEE Transactions on Circuits and Systems Ii: Analog and Digital Signal Processing. ,vol. 46, pp. 78- 80 ,(1999) , 10.1109/82.749102
N. Gallagher, G. Wise, A theoretical analysis of the properties of median filters IEEE Transactions on Acoustics, Speech, and Signal Processing. ,vol. 29, pp. 1136- 1141 ,(1981) , 10.1109/TASSP.1981.1163708
Ding Run, Ordering Threshold Switching Median Filter Journal of Image and Graphics. ,(2004)
Xing Zangju, Wang Shoujue, Deng Haojiang, Luo Yujing, A New Filtering Algorithm Based on Extremum and Median Value Journal of Image and Graphics. ,(2001)