The problem of automatic classification of pictures using an intelligent decision-making system based on the knowledge graph and fine-grained image analysis

The problem of automatic classification of pictures using an intelligent decision-making system based on the knowledge graph and fine-grained image analysis

In order to prevent the illegal export of paintings abroad, a museum examination using various methods for studying a work of art is carried out. At the same time, an analysis is also made of historical, art history, financial and other information and documents confirming the painting’s authenticit...

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Bibliographic Details
Main Authors: Andrii Martynenko, Andriy Tevyashev, Nonna Kulishova, Boris Moroz
Format: Article
Language:Ukrainian
Published: Igor Sikorsky Kyiv Polytechnic Institute 2022-12-01
Series:Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï
Subjects:
automatic multi-task classification
knowledge graph
attention mechanism
fine-grained image analysis
museum expertise
paintings
convolutional neural networks
Online Access:http://journal.iasa.kpi.ua/article/view/275082

Internet

http://journal.iasa.kpi.ua/article/view/275082

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