Storm-Drain and Manhole Detection Using the RetinaNet Method

Storm-Drain and Manhole Detection Using the RetinaNet Method

As key-components of the urban-drainage system, storm-drains and manholes are essential to the hydrological modeling of urban basins. Accurately mapping of these objects can help to improve the storm-drain systems for the prevention and mitigation of urban floods. Novel Deep Learning (DL) methods ha...

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Bibliographic Details
Main Authors: Anderson Santos, José Marcato Junior, Jonathan de Andrade Silva, Rodrigo Pereira, Daniel Matos, Geazy Menezes, Leandro Higa, Anette Eltner, Ana Paula Ramos, Lucas Osco, Wesley Gonçalves
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Sensors
Subjects:
convolutional neural network
object detection
urban floods mapping
Online Access:https://www.mdpi.com/1424-8220/20/16/4450

Internet

https://www.mdpi.com/1424-8220/20/16/4450

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