Classification of objects in images with distortions based on a two-stage topological analysis

The authors propose a method for automatic classification of spatial objects in images under conditions of a limited data set. The stability of the method to distortions appearing in images due to natural phenomena and partial overlap of urban infrastructure objects is investigated. High classificat...

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Bibliographic Details

Published in:	Научно-технический вестник информационных технологий, механики и оптики
Main Authors:	S. V. Eremeev, A. V. Abakumov
Format:	Article
Language:	English
Published:	ITMO University 2024-12-01
Subjects:	топологический анализ персистентная гомология искажение изображений классификация объектов нейронные сети
Online Access:	https://ntv.elpub.ru/jour/article/view/263