Building Detection on Aerial Images Using U-NET Neural Networks

This article presents research results of two convolutional neural networks for building detection on satellite images of Planet database. To analyze the quality of developed algorithms, there was used Sorensen-Dice coefficient of similarity which compares results of algorithms with tagged masks. Th...

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Bibliographic Details
Main Authors: Leonid Ivanovsky, Vladimir Khryashchev, Vladimir Pavlov, Anna Ostrovskaya
Format: Article
Language:English
Published: FRUCT 2019-04-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
Online Access:https://fruct.org/publications/fruct24/files/Iva.pdf