Analysis of the Hungarian Unaccented Dactylic Finger-Spelling Alphabet Using an Adaptive Neuro-Fuzzy Inference System (ANFIS)

Authors

  • Annamária Cserfalvi ÓE Alkalmazott Informatikai és Alkalmazott Matematikai Doktori Iskola
  • Márta Takács Obuda University
  • Gábor Simon-Nagy Obuda University

Keywords:

fuzzy logic, ANFIS, image processing techniques, fuzzy clustering, edge detection, image denoising, image enhancement, sign language, hearing impairment

Abstract

This study presents the principles of fuzzy logic and the operation of the Adaptive Neuro-Fuzzy Inference System (ANFIS). It then focuses on the analysis of the Hungarian, unaccented finger-spelling alphabet using the ANFIS approach. In the course of the research, a specific finger-spelling gesture was selected, through which the application of image processing techniques and the results obtained are demonstrated.

References

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Published

2025-08-12

Issue

Section

Intelligent Mechatronic Systems