Skip to main content

2017 | OriginalPaper | Buchkapitel

Performance Analysis of Impulse Noise Attenuation Techniques

verfasst von : M. S. Sonawane, C. A. Dhawale

Erschienen in: Recent Trends in Image Processing and Pattern Recognition

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

At present, digital image processing is elevated vicinity. Image possession, a broadcast may corrupt an image with impulse noise. Several realistic appliances necessitate a superior, squat complex de-noising practice as a pre-processing maneuver. While impulse noise filtering, the need is to conserve edges and image features. The merely damaged pixel should be filtered, to evade image smoothing. Analyses of few impulse noise cutback procedures are discussed in the study, their outcomes are inspected as well as competences are estimated in MATLAB R2014a. An appraisal affords inclusive acquaintance of noise diminution methods and also assists pollsters in paramount impulse noise reduction technique selection.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Soni, T., Joshi, V.: A comparative performance analysis of high density impulse noise removal using different type median filters. Int. J. Comput. Sci. Trends Technol. (IJCST) 2(6) (2014) Soni, T., Joshi, V.: A comparative performance analysis of high density impulse noise removal using different type median filters. Int. J. Comput. Sci. Trends Technol. (IJCST) 2(6) (2014)
2.
Zurück zum Zitat Koli, M.A.: Review of impulse noise reduction techniques. Int. J. Comput. Sci. Eng. (IJCSE) 4(2) (2012). ISSN 0975-3397 Koli, M.A.: Review of impulse noise reduction techniques. Int. J. Comput. Sci. Eng. (IJCSE) 4(2) (2012). ISSN 0975-3397
3.
Zurück zum Zitat Gonzalez, R.C., Woods, R.E.: Digital Image Processing. Pearson Education, Upper Saddle River (2007) Gonzalez, R.C., Woods, R.E.: Digital Image Processing. Pearson Education, Upper Saddle River (2007)
4.
Zurück zum Zitat Kesharwani, A., Agrawal, S., Dhariwal, M.K.: An improved decision based asymmetric trimmed median filter for removal of high density salt and pepper noise. Int. J. Comput. Appl. 84(8) (2013). ISSN 0975-8887 Kesharwani, A., Agrawal, S., Dhariwal, M.K.: An improved decision based asymmetric trimmed median filter for removal of high density salt and pepper noise. Int. J. Comput. Appl. 84(8) (2013). ISSN 0975-8887
5.
Zurück zum Zitat Jain, A.K.: Fundamentals of Digital Image Processing. Prentice-Hall, Upper Saddle River (1989)MATH Jain, A.K.: Fundamentals of Digital Image Processing. Prentice-Hall, Upper Saddle River (1989)MATH
6.
Zurück zum Zitat Chen, T., Ma, K.-K., Chen, L.-H.: Tri-state median filter for image de-noising. IEEE Trans. Image Process. 8(12) (1999) Chen, T., Ma, K.-K., Chen, L.-H.: Tri-state median filter for image de-noising. IEEE Trans. Image Process. 8(12) (1999)
7.
Zurück zum Zitat Satpathy, S.K., Panda, S., Nagwanshi, K.K., Ardil, C.: Image restoration in non-linear filtering domain using MDB approach. Int. J. Sig. Process. 6(1) (2010) Satpathy, S.K., Panda, S., Nagwanshi, K.K., Ardil, C.: Image restoration in non-linear filtering domain using MDB approach. Int. J. Sig. Process. 6(1) (2010)
8.
Zurück zum Zitat Ko, S.-J., Hoon, Y.: Center Weighted Median Filters and Their applications to image enhancement. IEEE Trans. Circ. Syst. 38(9) (1991) Ko, S.-J., Hoon, Y.: Center Weighted Median Filters and Their applications to image enhancement. IEEE Trans. Circ. Syst. 38(9) (1991)
9.
Zurück zum Zitat Hwang, H., Haddad, R.A.: Adaptive median filter new algorithms and results. IEEE Trans. Image Process. 4(4) (1995) Hwang, H., Haddad, R.A.: Adaptive median filter new algorithms and results. IEEE Trans. Image Process. 4(4) (1995)
10.
Zurück zum Zitat Wang, Z., Zhang, D.: Progressive switching median filter for the removal of impulse noise from highly corrupted images. IEEE Trans. Circ. Syst. II Analog Digit. Sig. Process. 46(1) (1999) Wang, Z., Zhang, D.: Progressive switching median filter for the removal of impulse noise from highly corrupted images. IEEE Trans. Circ. Syst. II Analog Digit. Sig. Process. 46(1) (1999)
11.
Zurück zum Zitat Srinivasan, K.S., Ebenezer, D.: A new fast and efficient decision-based algorithm for removal of high-density impulse noises. IEEE Sig. Process. Lett. 14(3) (2007) Srinivasan, K.S., Ebenezer, D.: A new fast and efficient decision-based algorithm for removal of high-density impulse noises. IEEE Sig. Process. Lett. 14(3) (2007)
12.
Zurück zum Zitat Lee, J.S.: Digital image enhancement and noise filtering by use of local statistics. IEEE Trans. Pattern Anal. PMAI–4, 141–149 (1982) Lee, J.S.: Digital image enhancement and noise filtering by use of local statistics. IEEE Trans. Pattern Anal. PMAI–4, 141–149 (1982)
13.
Zurück zum Zitat Nahi, N.E., Habbi, A.: Decision directed recursive image enhancement. IEEE Trans. Circ. Syst. CAS–2, 286–293 (1975)CrossRef Nahi, N.E., Habbi, A.: Decision directed recursive image enhancement. IEEE Trans. Circ. Syst. CAS–2, 286–293 (1975)CrossRef
14.
Zurück zum Zitat Eng, H.L., Ma, K.K.: Noise adaptive soft-switching median filter. IEEE Trans. Image Process. 10(2), 242–251 (2001)CrossRefMATH Eng, H.L., Ma, K.K.: Noise adaptive soft-switching median filter. IEEE Trans. Image Process. 10(2), 242–251 (2001)CrossRefMATH
15.
Zurück zum Zitat Chan, R.H., Ho, C.-W., Nikolova, M.: Salt and pepper noise removal by median type noise detectors and detail preserving regularization. IEEE Trans. Image Process. 14(10) (2005) Chan, R.H., Ho, C.-W., Nikolova, M.: Salt and pepper noise removal by median type noise detectors and detail preserving regularization. IEEE Trans. Image Process. 14(10) (2005)
16.
Zurück zum Zitat Huang, T.S., Yang, G.J., Tang, G.Y.: A fast two dimensional median filtering algorithm. IEEE Trans. Accustics Speech Sig. Process. ASSP-27(1) (1997) Huang, T.S., Yang, G.J., Tang, G.Y.: A fast two dimensional median filtering algorithm. IEEE Trans. Accustics Speech Sig. Process. ASSP-27(1) (1997)
17.
Zurück zum Zitat Xu, X., Mller, E.L.: Adaptive two pass median filter to remove impulse noise. In: IEEE ICIP (2002) Xu, X., Mller, E.L.: Adaptive two pass median filter to remove impulse noise. In: IEEE ICIP (2002)
18.
Zurück zum Zitat Ping, W., Li, L.J., Dongming, L., Gang, C.: A Fast and reliable switching median filter for highly corrupted images by impulse noise. IEEE (2007) Ping, W., Li, L.J., Dongming, L., Gang, C.: A Fast and reliable switching median filter for highly corrupted images by impulse noise. IEEE (2007)
19.
Zurück zum Zitat Pandey, R.: An Improved switching median filter for uniformly distributed impulse noise removal. World Acad. Sci. Technol. 38 (2008) Pandey, R.: An Improved switching median filter for uniformly distributed impulse noise removal. World Acad. Sci. Technol. 38 (2008)
Metadaten
Titel
Performance Analysis of Impulse Noise Attenuation Techniques
verfasst von
M. S. Sonawane
C. A. Dhawale
Copyright-Jahr
2017
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-4859-3_22