| Title of paper:
|
Pattern recognition with intuitionistic fuzzy estimations
|
| Author(s):
|
| Todor Kostadinov
|
| Intelligent Systems Laboratory, Burgas University Asen Zlatarov, 1 Prof. Yakimov Blvd, 8000 Burgas, Bulgaria
|
| kostadinov_todor@btu.bg
|
| Veselina Bureva
|
| Intelligent Systems Laboratory, Burgas University Asen Zlatarov, 1 Prof. Yakimov Blvd, 8000 Burgas, Bulgaria
|
| vbureva@btu.bg
|
|
| Presented at:
|
21st International Conference on Intuitionistic Fuzzy Sets, 22–23 May 2017, Burgas, Bulgaria
|
| Published in:
|
"Notes on Intuitionistic Fuzzy Sets", Volume 23, 2017, Number 2, pages 88—94
|
| Download:
|
 PDF (157 Kb Kb, File info)
|
| Abstract:
|
An recognition method based on intuitionistic fuzzy estimations is addressed in this paper. The recognition procedure is performed by analysis on an image and comparison between the degrees of membership and non-membership for the pixels in two or more images. In the next step an intuituinistic fuzzy estimation of the whole image is presented.
|
| Keywords:
|
Intuitionistic fuzzy sets, Intuitionistic fuzzy estimations, Pattern recognition, Analysis.
|
| AMS Classification:
|
03E72
|
| References:
|
- Atanassov, K. On Intuitionistic Fuzzy Sets Theory, Springer, Berlin, 2012.
- Atanassov, K. Index Matrices: Towards an Augmented Matrix Calculus. Studies in Computational Intelligence Series, Vol. 573, Springer, Cham, 2014.
- Atanassov, K., Atanassova V., & Gluhchev G. (2015). InterCriteria Analysis: Ideas and problems, Notes on Intuitionistic Fuzzy Sets, 21(1), 81–88.
- Atanassov, K., Mavrov, D., & Atanassova, V. (2014). Intercriteria decision making: a new approach for multicriteria decision making, based on index matrices and intuitionistic fuzzy sets, Issues in Intuitionistic Fuzzy Sets and Generalized Nets, 11, 1–8.
- Atanassov, K., Szmidt, E., & Kacprzyk, J. (2013). On intuitionistic fuzzy pairs, Notes on Intuitionistic Fuzzy Sets, 19(3), 1–13.
- Bureva, V., Angelova N., Atanassova V., Sotirova E., & Atanassov K. (2017). Intercriteria Analysis over intuitionistic fuzzy data, 11th International Conference on Large-Scale Scientific Computations, June 5–9, 2017, Sozopol, Bulgaria (to be published)
- Parvathi, R., & Atanassova V. (2012). Intuitionistic fuzzy statistical tools for filters in image processing, Proc. of the 6th IEEE International Conference on Intelligent Systems, Vol. II, 150–152.
- Petkov, T., Kostadinov, T., & Sotirov, S., An intuitionistic fuzzy facial recognition approach by Eigenvalues, Notes on Intuitionistic Fuzzy Sets, 23(2), 111–118.
- Shannon, A., Dimitrakiev, D., Sotirova, E., Krawczak, M., & Kim, T. (2009). Towards a model of the digital university: generalized net model of a lecturer’s evaluation with intuitionistic fuzzy estimations, Cybernetics and Information Technologies, Vol. 9(2), 69–78.
- Sotirov, S., Atanassova V., Sotirova E., Bureva V., & Mavrov D. (2015). Application of the intuitionistic fuzzy InterCriteria Analysis method to a neural network preprocessing procedure, 9th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT), 30.06-03.07.2015, Gijon, Spain, Atlantis Press, 1559–1564.
- Sotirov, S., Sotirova E., Melin P., Castillo O., & Atanassov K. (2016). Modular neural network preprocessing procedure with intuitionistic fuzzy InterCriteria Analysis method. Advances in Intelligent Systems and Computing, 400, Springer, 175–186.
- Sotirova, E. (2011). Classification of the students’ intuitionistic fuzzy estimations by a 3-dimensional self-organizing map, Notes on Intuitionistic Fuzzy Sets, 17(4), 64–68.
- Vassilev, P., Todorova, L., & Andonov, V. (2015). An auxiliary technique for Inter-Criteria Analysis via a three dimensional index matrix. Notes on Intuitionistic Fuzzy Sets, 21(2), 71–76.
- Zadeh, L. (1965). Fuzzy sets. Information and Control, 8, 333–353.
|
| Citations:
|
The list of publications, citing this article may be empty or incomplete. If you can provide relevant data, please, write on the talk page.
|
|
