Salt and Pepper Noise Suppression for Medical Image by Using Non-local Homogenous Information

作者: Hu Liang , Shengrong Zhao

DOI: 10.1007/978-3-030-04946-1_19

关键词:

摘要: In this paper, we propose a method to suppress salt and pepper noise for medical images based on the homogenous information obtained by non-symmetrical anti-packing model (NAM). The NAM could divide image into several blocks it is sensitive additive extra energy. Thus be detected effectively due usage of bit-plane during division. Then corrupted points are estimated using distance weighted mean filter according in its non-local region, which keep local structure. Experimental results show that our can obtain denoising with high quality.

参考文章(13)
Seiichi Serikawa, Huimin Lu, Underwater image dehazing using joint trilateral filter Computers & Electrical Engineering. ,vol. 40, pp. 41- 50 ,(2014) , 10.1016/J.COMPELECENG.2013.10.016
Ashish Phophalia, Ajit Rajwade, Suman K. Mitra, Rough set based image denoising for brain MR images Signal Processing. ,vol. 103, pp. 24- 35 ,(2014) , 10.1016/J.SIGPRO.2014.01.029
Yiqiu Dong, Shufang Xu, A New Directional Weighted Median Filter for Removal of Random-Valued Impulse Noise IEEE Signal Processing Letters. ,vol. 14, pp. 193- 196 ,(2007) , 10.1109/LSP.2006.884014
Samuel Morillas, Valentín Gregori, Guillermo Peris-Fajarnés, Almanzor Sapena, Local self-adaptive fuzzy filter for impulsive noise removal in color images Signal Processing. ,vol. 88, pp. 390- 398 ,(2008) , 10.1016/J.SIGPRO.2007.05.019
V. Crnojevic, V. Senk, Z. Trpovski, Advanced impulse Detection Based on pixel-wise MAD IEEE Signal Processing Letters. ,vol. 11, pp. 589- 592 ,(2004) , 10.1109/LSP.2004.830117
R.H. Chan, Chung-Wa, M. Nikolova, Salt-and-pepper noise removal by median-type noise detectors and detail-preserving regularization IEEE Transactions on Image Processing. ,vol. 14, pp. 1479- 1485 ,(2005) , 10.1109/TIP.2005.852196
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
O. Yli-Harja, J. Astola, Y. Neuvo, Analysis of the properties of median and weighted median filters using threshold logic and stack filter representation IEEE Transactions on Signal Processing. ,vol. 39, pp. 395- 410 ,(1991) , 10.1109/78.80823
Jens Krommweh, Tetrolet transform: A new adaptive Haar wavelet algorithm for sparse image representation Journal of Visual Communication and Image Representation. ,vol. 21, pp. 364- 374 ,(2010) , 10.1016/J.JVCIR.2010.02.011
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