Abstract
This paper includes a methodical way to suppress impulse noise in digital images using the concept of popular Hermite interpolation. Hermite interpolator is a spline where each piece is a third-degree polynomial specified in Hermite form by its values and first derivatives at the end points of the corresponding domain interval. Our proposed technique is mostly divided into two phases: (a) noise cancellation and (b) edge preservation. The principle of Hermite interpolation has been applied in edge preservation process. Computational outcomes of this approach give out up to 90 % of impulse noise suppression.
Keywords
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Bovik, A.: Handbook of Image and Video Processing. Academic, New York (2000)
Gouchol, P.; Dept. of Comput. Sci., Yanbian Univ., Yanji, China; Liu, J.-C., Nair, A.S.: Selective removal of impulse noise based on homogeneity level information. IEEE Transactions, pp. 85–92 (2003)
Xiao, X., Li, S.: Detail-preserving approach for impulse noise removal from images. In: IEEE Transactions, pp. 28–32, 14–16 Sect 2004
Besdok, E., Yuksel, M.E.: Impulsive noise suppression from images with Jarque-Bera test based median filter. Int. J. Electron. Commun. 59, 105–110 (2005)
Mansoor Roomi, S.M., Lakshmi, I.M., Abhai Kumar, V.: A recursive modified Gaussian-filter for impulse noise removal. In: IEEE Transactions, pp. 549–552, 26–28 Sep 2006
Dong, Y., Xu, S.: A new directional weighted median filter for removal valued impulse noise, pp. 193–196 (2007)
Ibrahim, H., Kong, N.S.P., Theam F.N.: Simple adaptive median filter for the removal of impulse noise from highly corrupted images. In: IEEE Transactions, pp. 1920–1927, Nov 2008
Kuykin, D.K., Khryashchev, V.V., Apalcov, I.V.: An improved switching median filter for impulse noise removal. IEEE Transactions, 1314–1319, 18–23 May 2009
Majid, A., Mahmood, M.T.: A novel technique for removal of high density impulse noise from digital images. IN; IEEE Transactions, pp. 139–143, 18–19 Oct 2010
Song, Y., Han, Y., Lee, S.: Pixel correlation-based impulse noise reduction. IEEE Trans, pp. 1–4, 9–13 Feb 2011
Gupta, V., Shandilya, M.: Image de-noising by dual threshold median filtering for random valued impulse noise. In: IEEE Transactions, pp. 1–5 (2012)
Syamala Jaya Sree, P., Pradeep Kumar, Rajesh, S., Ravikant, V.: Salt-and-pepper noise removal by adaptive median-based lifting filter using second-generation wavelets. SIViP 7(1), 111–118 (2013)
Syamala Jaya Sree, P., Prasant Kumar, P., Ghrera, S.P.: A Novel Algorithm for Suppression of Salt and Pepper Impulse Noise in Fingerprint Image s Using B-Spline Interpolation, pp. 521–528. Springer International Publisher, New York (2014)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer India
About this paper
Cite this paper
Satpathy, S., Mohanty, F., Pattnaik, P.K. (2016). Suppression of Impulse Noise in Digital Images Using Hermite Interpolation. In: Satapathy, S., Raju, K., Mandal, J., Bhateja, V. (eds) Proceedings of the Second International Conference on Computer and Communication Technologies. Advances in Intelligent Systems and Computing, vol 380. Springer, New Delhi. https://doi.org/10.1007/978-81-322-2523-2_23
Download citation
DOI: https://doi.org/10.1007/978-81-322-2523-2_23
Published:
Publisher Name: Springer, New Delhi
Print ISBN: 978-81-322-2522-5
Online ISBN: 978-81-322-2523-2
eBook Packages: EngineeringEngineering (R0)