Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning

Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning

Urban forests are an important part of any city, given that they provide several environmental benefits, such as improving urban drainage, climate regulation, public health, biodiversity, and others. However, tree detection in cities is challenging, given the irregular shape, size, occlusion, and co...

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Bibliographic Details
Main Authors: José Augusto Correa Martins, Keiller Nogueira, Lucas Prado Osco, Felipe David Georges Gomes, Danielle Elis Garcia Furuya, Wesley Nunes Gonçalves, Diego André Sant’Ana, Ana Paula Marques Ramos, Veraldo Liesenberg, Jefersson Alex dos Santos, Paulo Tarso Sanches de Oliveira, José Marcato Junior
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Remote Sensing
Subjects:
remote sensing
image segmentation
sustainability
convolutional neural network
urban environment
Online Access:https://www.mdpi.com/2072-4292/13/16/3054

Internet

https://www.mdpi.com/2072-4292/13/16/3054

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