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Gradient Based Edge Detection in Various Color Spaces

  • Marek A. Samko
Part of the Advances in Intelligent and Soft Computing book series (AINSC, volume 84)

Summary

This paper presents gradient based methods of color edge detection in various color spaces. First of all it briefly describes various color spaces and differences between them. Besides it shows edge detection in described spaces. Some examples of applying Sobel’s algorithm to real images in various color spaces are presented.

Keywords

Color Image Input Image Color Space Edge Detection Color Channel 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

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    Kuo-Cheng, L.: Color-Edge Detection Based on Discrimination of Noticeable Color Contrasts, Taiwan (2009)Google Scholar
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    Fan, J., Aref, W., Hacid, M., Elmagarmid, A.: An improved automatic isotropic color edge detection technique. Pattern Recognition Letters 22 (2001)Google Scholar
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    Malina, W., Ablameyko, S., Pawlak, W.: Podstawy cyfrowego przetwarzania obrazów, Warszawa (2002)Google Scholar
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    Samko, M.: Gradient based method of color edges finding. In: Choraś, R.S., Zabłudowski, A. (eds.) Image Processing & Communications Challenges, Academy Publishing House EXIT, Warsaw (2009)Google Scholar
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Copyright information

© Springer-Verlag Berlin Heidelberg 2010

Authors and Affiliations

  • Marek A. Samko
    • 1
  1. 1.Faculty of Mathematics and InformaticsUniversity of Warmia and Mazury 

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