Noise removal from images using intuitionistic fuzzy logic controller
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초록
Information obtained from the real world problems are often complex and left incomplete. The concept of intuitionistic fuzzy system including intutionistic fuzzy sets and intuitionistic fuzzy logic by Atanassov was based on the elements of uncertainty. A common architecture of intuitionistic fuzzy logic controller (IFLC) is designed and proposed in this paper. The capability of the proposed architecture is clearly elucidated through the experimental results.
Abstract
Information obtained from the real world problems are often complex and left incomplete. The concept of intuitionistic fuzzy system including intutionistic fuzzy sets and intuitionistic fuzzy logic by Atanassov was based on the elements of uncertainty. A common architecture of intuitionistic fuzzy logic controller (IFLC) is designed and proposed in this paper. The capability of the proposed architecture is clearly elucidated through the experimental results.
참고문헌 (27)
- M. Akram, "Intuitionistic fuzzy logic control for heater fans", Math. Comput. Sci, 7(3), pp.367~378 (2013)
- M. Akram, "Intuitionistic fuzzy logic control for washing machines", International Journal of Science and Technology, 7(5), pp.654~661 (2014)
- P. Angelov, "Crispification, defuzzification over intuitionistic fuzzy sets", Bulletin for Studies and Exchanges on Fuzziness and its Applications, 64, pp.51~55 (1995)
- K. T. Atanassov, "Elements of intuitionistic fuzzy logic - Part I", Fuzzy Sets and Systems, 95, pp.39~52 (1998)
- K. T. Atanassov, "Intuitionistic fuzzy sets, Theory and applications" (1999), Physica-Verlag
- Bhavana Deshpande, "Fuzzy based median filtering for removal of salt and pepper noise", International Journal of Soft Computing and Engineering, 2(3), pp.76~80 (2012)
- S. K. De, "Some operations on intuitionistic fuzzy sets", Fuzzy Sets and Systems, 114, pp.477~484 (2000)
- Hemanta K. Baruah, "In search of the root of fuzziness: The measure theoretic meaning of partial presence", Ann. Fuzzy Math. Inform, 2(1), pp.57~68 (2011)
- Ioannis K. Vlachos, "Towards intuitionistic fuzzy image processing", IEEE International Conference on Computational Intelligence for Modeling, Control and Automation, 1, pp.2~7 (2005)
- Irfan Deli, "Similarity measure of IFS-sets and its application in medical diagnosis", Ann. Fuzzy Math. Inform, 11(5), pp.841~854 (2016)
- Jagadish H. Pujar, "Robust fuzzy median filter for impulse noise reduction of gray scale images", World academy of Sciences , Engineering and Technology, 40, pp.635~639 (2010)
- C. V. Jawahar, "Fuzzy statistics of digital images", IEEE Signal Processing Letters, 3, pp.225~227 (1996)
- M. Nachtegael, "An overview of fuzzy filters for Noise reduction", IEEE International Fuzzy Systems Conference, pp.7~10 (2001)
- S. K. Pal, "Image enhancement using fuzzy set", Electronic Letters, 16, pp.376~378 (1980)
- R. Parvathi, "Intuitionistic fuzzy image processing", Notes on Intuitionistic Fuzzy Sets, 11(5), pp.15~23 (2005)
- R. Parvathi, "Role of fuzzy and intuitionistic fuzzy contrast intensification operators in enhancing images", Notes on Intuitionistic Fuzzy Sets, 14(2), pp.59~66 (2008)
- R. Parvathi, "Intuitionistic fuzzy statistical tools for filters in image processing", 6th IEEE International Conference on Intelligent Systems, pp.150~152 (2012)
- R. Parvathi, "Properties of some operations defined over intuitionistic fuzzy sets", Notes on Intuitionistic Fuzzy Sets, 18(1), pp.1~4 (2012)
- R. Parvathi, "Intuitionistic fuzzification functions", Global Journal of Pure and Applied Mathematics, 12(2), pp.1211~1227 (2016)
- R. Parvathi, "Intuitionistic defuzzification functions", Notes on Intuitionistic Fuzzy Sets, 22(5), pp.19~26 (2016)
- Rafael C Gonzalez, "Digital Image Processing" (1998), Addisin Wesley
- F. Russo, "A fuzzy filter for images corrupted by impulse noise", IEEE Signal Processing Letters, 3(6), pp.168~170 (1996)
- Sharmistha Bhattacharya, "Contrast removal fuzzy operator in image processing", Ann. Fuzzy Math. Inform, 6(2), pp.401~413 (2013)
- Tamalika Chaira, "A new measure on intuitionistic fuzzy set and its application to edge detection", Applications of soft computing, 8(2), pp.919~927 (2008)
- Ville. D. Nachtegael, "Noise reduction by fuzzy image filtering", IEEE Transactions on Fuzzy Systems, 11(4), pp.429~436 (2003)
- L. A. Zadeh, "Fuzzy Sets", Information and Control, 8, pp.338~353 (1965)
