Abstract
This article presents new results on the solution of the problem of definition of efficient features and synthesis of an optimal band-separating classifier for elements of the dactyl alphabet of deaf sign language. Approaches to the qualitative evaluation of the separability of elements of dactyl alphabet for different feature spaces are considered. An algorithm is proposed for obtaining a hyperplane classifier separating groups of dactylemes in a feature space.
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Translated from Kibernetika i Sistemnyi Analiz, No. 2, March–April, 2016, pp. 3–10.
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Krak, I.V., Kryvonos, I.G., Barmak, O.V. et al. An Approach to the Determination of Efficient Features and Synthesis of an Optimal Band-Separating Classifier of Dactyl Elements of Sign Language. Cybern Syst Anal 52, 173–180 (2016). https://doi.org/10.1007/s10559-016-9812-7
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DOI: https://doi.org/10.1007/s10559-016-9812-7