Abstract
In this paper an extension of the Intuitionistic Fuzzy Image Processing (IFIP) framework from gray-scale to color images is presented. Analysis and synthesis of images into their corresponding intuitionistic fuzzy components is demonstrated using a suitable color model. Additionally, application of the proposed framework to histogram hyperbolization is also shown. Finally, experimental results demonstrate the efficiency of the proposed scheme.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Zadeh, L.A.: Fuzzy sets. Inf. Control 8, 338–353 (1965)
Atanassov, K.T.: Intuitionistic Fuzzy Sets: Theory and Applications. Studies in Fuzziness and Soft Computing, Physica–Verlag, Heidelberg (1999)
Vlachos, I.K., Sergiadis, G.D.: Intuitionistic Fuzzy Image Processing. In: Soft Computing in Image Processing: Recent Advances. Studies in Fuzziness and Soft Computing, vol. 210, pp. 385–416. Springer, Heidelberg (2007)
Vlachos, I.K., Sergiadis, G.D.: A heuristic approach to intuitionistic fuzzification of color images. In: Proc. 7th International FLINS Conference on Applied Artificial Intelligence, Genova, Italy (2006)
Pal, S.K., King, R.A.: Image enhancement using fuzzy set. Electron. Lett. 16, 376–378 (1980)
Pal, S.K., King, R.A.: Image enhancement using smoothing with fuzzy sets. IEEE Trans. Syst. Man Cybern. 11, 495–501 (1981)
Pal, S.K., King, R.A.: A note on the quantitative measure of image enhancement through fuzziness. IEEE Trans. Pattern Anal. Mach. Intell. 4, 204–208 (1982)
Szmidt, E., Kacprzyk, J.: Entropy for intuitionistic fuzzy sets. Fuzzy Sets Syst. 118, 467–477 (2001)
Frei, W.: Image enhancement by histogram hyperbolization. Comput. Graphics Image Process. 6(3), 286–294 (1977)
Tizhoosh, H.R., Fochem, M.: Image enhancement with fuzzy histogram hyperbolization. In: Proc. of EUFIT 1995. vol. 3, pp. 1695–1698 (1995)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Vlachos, I.K., Sergiadis, G.D. (2007). Intuitionistic Fuzzy Histogram Hyperbolization for Color Images. In: Masulli, F., Mitra, S., Pasi, G. (eds) Applications of Fuzzy Sets Theory. WILF 2007. Lecture Notes in Computer Science(), vol 4578. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-73400-0_41
Download citation
DOI: https://doi.org/10.1007/978-3-540-73400-0_41
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-73399-7
Online ISBN: 978-3-540-73400-0
eBook Packages: Computer ScienceComputer Science (R0)