Skip to main content
Top

2017 | OriginalPaper | Chapter

A Center Symmetric Padding Method for Image Filtering

Authors : Mengqin Li, Xiaopin Zhong

Published in: Information Science and Applications 2017

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Padding the boundary is the first step in image filtering. If not appropriately handled, it often cause serious artifacts and losing information. In this paper an optimized boundary padding method is proposed to solve this problem. We analyze the pixel values near the boundary, calculate the gradient of the pixels, and pad the input image with a center symmetric padding method. Consequently, the details of the boundary will be preserved, and the number of unexpected noise will be suppressed as much as possible. We demonstrate that the center symmetric padding method is more effective than the traditional border handling methods in some computer vision applications.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
1.
go back to reference He, K., Sun, J., Tang, X.: Guided image filtering. IEEE Trans. Pattern Anal. Mach. Intell. 35, 1397–1409 (2013)CrossRef He, K., Sun, J., Tang, X.: Guided image filtering. IEEE Trans. Pattern Anal. Mach. Intell. 35, 1397–1409 (2013)CrossRef
2.
go back to reference Liu, R., Jia, J.: Reducing boundary artifacts in image deconvolution. In: 15th IEEE International Conference on Image Processing, San Diego Convention Center, San Diego, CA, USA (2008) Liu, R., Jia, J.: Reducing boundary artifacts in image deconvolution. In: 15th IEEE International Conference on Image Processing, San Diego Convention Center, San Diego, CA, USA (2008)
3.
go back to reference Leonard, G., Hamey, C.: A functional approach to border handling in image processing. In: Digital Image Computing: Techniques and Applications (DICTA), Adelaide, Australia (2015) Leonard, G., Hamey, C.: A functional approach to border handling in image processing. In: Digital Image Computing: Techniques and Applications (DICTA), Adelaide, Australia (2015)
4.
go back to reference Ragan-Kelley, J., Barnes, C., Adams, A., Paris, S., Durand, F., Amarasinghe, S.: Halide: a language and compiler for optimizing parallelism, locality, and recomputation in image processing pipelines. In: Proceedings of the 2013 ACM Sigplan Conference on Programming Language Design and Implementation, Seattle, WA, USA (2013) Ragan-Kelley, J., Barnes, C., Adams, A., Paris, S., Durand, F., Amarasinghe, S.: Halide: a language and compiler for optimizing parallelism, locality, and recomputation in image processing pipelines. In: Proceedings of the 2013 ACM Sigplan Conference on Programming Language Design and Implementation, Seattle, WA, USA (2013)
5.
go back to reference Li, T., Zhang, X., Li, C.: An improved adaptive image filter for edge and detail information preservation. In: International Conference on Systems and Informatics, Yantai, China (2012) Li, T., Zhang, X., Li, C.: An improved adaptive image filter for edge and detail information preservation. In: International Conference on Systems and Informatics, Yantai, China (2012)
6.
go back to reference Chen, W., Gu, C., Lee, M.C.: Repetitive and morphological padding for object-based video coding. In: International Conference on Image Processing, vol. 1, Santa Barbara, CA, USA (1997) Chen, W., Gu, C., Lee, M.C.: Repetitive and morphological padding for object-based video coding. In: International Conference on Image Processing, vol. 1, Santa Barbara, CA, USA (1997)
7.
go back to reference Reeves, S.J.: Fast image restoration without boundary artifacts. IEEE Trans. Image Process. 14, 1448–1453 (2005)CrossRef Reeves, S.J.: Fast image restoration without boundary artifacts. IEEE Trans. Image Process. 14, 1448–1453 (2005)CrossRef
8.
go back to reference Ng, P.-E., Ma, K.-K.: A switching median filter with boundary discriminative noise detection for extremely corrupted images. IEEE Trans. Image Process. 15, 1506–1516 (2006)CrossRef Ng, P.-E., Ma, K.-K.: A switching median filter with boundary discriminative noise detection for extremely corrupted images. IEEE Trans. Image Process. 15, 1506–1516 (2006)CrossRef
9.
go back to reference Li, S.Z.: Markov Random Field Modeling in Image Analysis. Springer, London (2001) Li, S.Z.: Markov Random Field Modeling in Image Analysis. Springer, London (2001)
Metadata
Title
A Center Symmetric Padding Method for Image Filtering
Authors
Mengqin Li
Xiaopin Zhong
Copyright Year
2017
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-4154-9_15