Some Features of Classifiers Implementation for Object Recognition in Specialized Computer systems

Abu-Jassar Amer Tahseen; Al-Sharo Yasser Mohammad; Lyashenko, V.; Sotnik, S.

Публікація:
Some Features of Classifiers Implementation for Object Recognition in Specialized Computer systems

dc.contributor.author	Abu-Jassar Amer Tahseen
dc.contributor.author	Al-Sharo Yasser Mohammad
dc.contributor.author	Lyashenko, V.
dc.contributor.author	Sotnik, S.
dc.date.accessioned	2021-11-28T18:14:10Z
dc.date.available	2021-11-28T18:14:10Z
dc.date.issued	2021
dc.description.abstract	Generalized formalization of recognition algorithm for specialized computer systems is presented in this paper. The structure features of image recognition methods, which have to be taken into account when developing classifiers for object recognition in specialized computer systems, are described. The fundamental types of images characteristics-features, which are used in various methods of image recognition, are discussed. Approaches to development of classifiers for recognizing robotization objects, which are implemented on basis of Haar classifiers, are discussed. The issues of using machine learning algorithm of adaptive gain AdaBoost for development of such classifiers are also considered. Utilities have been developed for implementation of classifiers for object recognition in specialized computer systems.	uk_UA
dc.identifier.citation	Abu-Jassar A., Al-Sharo Y., Lyashenko V., Sotnik S. (2021). Some Features of Classifiers Implementation for Object Recognition in Specialized Computer systems. TEM Journal, 10(4), 1645-1654.	uk_UA
dc.identifier.issn	2217‐8309
dc.identifier.uri	https://openarchive.nure.ua/handle/document/18440
dc.language.iso	en	uk_UA
dc.publisher	TEM Journal	uk_UA
dc.subject	Robotics	uk_UA
dc.subject	image	uk_UA
dc.subject	recognition	uk_UA
dc.subject	semantic network	uk_UA
dc.title	Some Features of Classifiers Implementation for Object Recognition in Specialized Computer systems	uk_UA
dc.type	Article	uk_UA
dspace.entity.type	Publication