Model of Recognition Operators Based on the Formation of Representative Objects
Sh. Kh. Fazilov1, N.M. Mirzaev2, T.R. Nurmukhamedov3, K.A. Ibragimova4, S.N. Ibragimova5
1ShavkatKh. Fazilov, Scientific-Innovation Centre of information – Communication Technologies, TUIT named after Muhammad al-Khwarizmi, Tashkent, Uzbekistan
2Nomaz M. Mirzaev, Scientific-Innovation Centre of information – Communication Technologies, TUIT named after Muhammad al-Khwarizmi, Tashkent, Uzbekistan.
3Sayyora N. Ibragimova, Department Computer systems, Tashkent University of Information Technologies named after Muhammad al-Khwarizmi, Tashkent, Uzbekistan.
4T.R. Nurmukhamedov, Department Computer systems, Tashkent University of Information Technologies named after Muhammad al-Khwarizmi, Tashkent, Uzbekistan.
5K.A. Ibragimova, Department Computer systems, Tashkent University of Information Technologies named after Muhammad al-Khwarizmi, Tashkent, Uzbekistan.
Manuscript received on October 12, 2019. | Revised Manuscript received on 22 October, 2019. | Manuscript published on November 10, 2019. | PP: 4503-4508 | Volume-9 Issue-1, November 2019. | Retrieval Number: A4592119119/2019©BEIESP | DOI: 10.35940/ijitee.A4592.11911
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Parametric representations of the model of recognition operators based on the selection of representative objects are considered. The main idea of the proposed model is to build a family of proximity functions in the parameter space. In this case, the proximity function is determined within the framework of the radial function. A distinctive feature of the proposed model is the formation of preferred features with respect to selected representative objects when constructing recognition operators. To verify the performance of the proposed model, experimental studies were carried out to solve the model problem.
Keywords: Parametric Representations, Radial Functions, Recognition Operators, Representative Objects
Scope of the Article: Pattern Recognition