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Title: Implementation of an intelligent decision support system to accompany the manufacturing process
Other Titles: Реализация интеллектуальной системы поддержки принятия решений для сопровождения производственного процесса
Authors: Golovko, V. A.
Kroshchanka, A. A.
Kovalev, M. V.
Taberko, V. V.
Ivaniuk, D. S.
Головко, В. А.
Крощенко, А. А.
Ковалев, М. В.
Таберко, В. В.
Иванюк, Д. С.
Keywords: публикации ученых
deep neural networks
object detection
knowledge base
Issue Date: 2020
Publisher: БГУИР, РБ
Citation: Implementation of an intelligent decision support system to accompany the manufacturing process / Vladimir A. Golovko [and other ] // Открытые семантические технологии проектирования интеллектуальных систем = Open Semantic Technologies for Intelligent Systems (OSTIS-2020) : сборник научных трудов / Белорусский государственный университет информатики и радиоэлектроники ; редкол. : В. В. Голенков (гл. ред.) [и др.]. – Минск, 2020. – Вып. 4. – С. 175-182.
Abstract: The article reviews the implementation of an intelligent decision support system in case of solving real manufacturing problems of JSC “Savushkin Product” for quality control of marking products. The proposed system integrates neural network and semantic models. Also, article proposes original method of localization and recognition of images from a high-speed video stream, as well as a method of intelligent processing of recognition results for developing decision to manufacturing problems.
Appears in Collections:OSTIS-2020

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