Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
Skip to main content
Springer Nature Link
Log in

Impulse Denoising Using Fuzzy and Directional Processing on a DSP

  • Conference paper
MICAI 2008: Advances in Artificial Intelligence (MICAI 2008)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 5317))

Included in the following conference series:

Abstract

This article presents novel fuzzy and directional techniques in denoising colour images contaminated by impulsive random noise. Novel approach has demonstrated excellent performance in image denoising and feature image preservation. Real-Time analysis is realized on a Digital Signal Processor (Texas Instruments).

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. Schulte, S., Morillas, S., Gregori, V., Kerre, E.: A New Fuzzy Color Correlated Impulse Noise Reduction Method. Trans. on Image Proc. 16(10), 2565–2575 (2007)

    Article  MathSciNet  Google Scholar 

  2. Plataniotis, K.N., Androutsos, D., Vinayagamoorthy, S., Venetsanopoulos, A.N.: Color Image Processing Using Adaptive Multichannel Filters. IEEE Transactions on Image Processing 6(7), 933–949 (1997)

    Article  Google Scholar 

  3. Ponomaryov, V.I., Gallegos-Funes, F.J., Rosales-Silva, A.: Real-time color imaging based on RM-Filters for impulsive noise reduction. Journal of Imaging Science and Technology 49(3), 205–219 (2005)

    Google Scholar 

  4. Trahanias, P.E., Venetsanopoulos, A.N.: Vector Directional Filters. A new class of multichannel image processing Filters. IEEE. Trans. on Image Processing 2, 528–534 (1993)

    Article  Google Scholar 

  5. Lukac, R., Smolka, B., Plataniotis, K.N., Venetsanopoulos, A.N.: Selection Weighted Vector Directional Filters. Comput. Vision and Image Unders. 94, 140–167 (2004)

    Article  MATH  Google Scholar 

  6. Alajlan, N., Kamel, M., Jernigan, E.: Detail Preserving Impulsive Noise Removal. Signal Processing: Image Communication 19(10), 993–1003 (2004)

    Google Scholar 

  7. Smolka, B., Lukac, R., Chydzinski, A., Plataniotis, K.N., Wojciechowski, W.: Fast Adaptive Similarity Based Impulsive Noise Reduction Filter. Real-Time Imaging 9(4), 261–276 (2003)

    Article  Google Scholar 

  8. Bovik, A.: Handbook of Image and Video Processing. Academic Press, San Diego (2000)

    MATH  Google Scholar 

  9. Poynton, C.A.: Poynton’s Color FAQ, Electronic Preprint (1995)

    Google Scholar 

  10. Plataniotis, K.N., Androutsos, D., Vinayagamoorthy, S., Venetsanopoulos, A.N.: Color Image Processing Using Adaptive Multichannel Filters. IEEE Transactions on Image Processing 6(7), 933–949 (1997)

    Article  Google Scholar 

  11. Lukac, R.: Adaptive Vector Median Filtering. Pattern Recognition Letters 24, 1889–1899 (2003)

    Article  Google Scholar 

  12. Szczepanski, M., Smolka, B., Plataniotis, K.N., Venetsanopoulos, A.N.: On the Geodesic Paths Approach to Color Image Filtering. Signal Processing 83, 1309–1342 (2003)

    Article  MATH  Google Scholar 

  13. Ponomaryov, V.I.: Real-Time 2D-3D filtering using order statistics based algorithms. Journal of Real-Time Image Processing 1(3), 173–194 (2007)

    Article  Google Scholar 

  14. Reference Frameworks for eXpressDSP Software: RF5, An Extensive, High Density System (SPRA795A)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Mechanical and Electrical Engineering Higher School, National Polytechnic Institute of Mexico, U.P. Culhuacan Av. Santa Ana, 1000, Col. San Fco. Culhuacan, Mexico

    Alberto Rosales, Volodymyr Ponomaryov & Francisco Gallegos

Authors
  1. Alberto Rosales
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Volodymyr Ponomaryov
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Francisco Gallegos
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. Center for Computing Research, National Polytechnic Institute, 07738, Mexico City, México

    Alexander Gelbukh

  2. Ciencias Computacionales, Instituto Nacional de Astrofísica, Óptica y Electrónica (INAOE), Luis Enrique Erro #1 , Sta. María Tonantzintla, 72840, Puebla, México

    Eduardo F. Morales

Rights and permissions

Reprints and permissions

Copyright information

© 2008 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Rosales, A., Ponomaryov, V., Gallegos, F. (2008). Impulse Denoising Using Fuzzy and Directional Processing on a DSP. In: Gelbukh, A., Morales, E.F. (eds) MICAI 2008: Advances in Artificial Intelligence. MICAI 2008. Lecture Notes in Computer Science(), vol 5317. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-88636-5_53

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-88636-5_53

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-88635-8

  • Online ISBN: 978-3-540-88636-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation