Research of neural network algorithms for recognizing railway infrastructure objects in video images

The article describes the development of two neural network algorithms for recognizing objects of the railway infrastructure in video images. Both algorithms are aimed at improving railway traffic safety. One algorithm detects foreign objects on railway tracks and objects relating to the railway inf...

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Bibliographic Details

Published in:	Kompʹûternaâ optika Vol. 49; no. 3; pp. 443 - 450
Main Authors:	Medvedeva, E.V., Perevoshchikova, A.A.
Format:	Journal Article
Language:	English
Published:	Samara National Research University 01.06.2025
Subjects:	machine vision systems neural network algorithms object detection railway infrastructure objects railway traffic safety semantic segmentation
ISSN:	0134-2452, 2412-6179
Online Access:	Get full text
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