Convolutional Neural Networks for Road Detection: An Unsupervised Domain Adaptation Approach

Collegio, Gustavo Rota; Dal Poz, Aluir Porfírio; Filho, Antonio Gaudencio Guimarães; Habib, Ayman

doi:10.5194/isprs-archives-XLVIII-2-2024-65-2024

Articles | Volume XLVIII-2-2024

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Articles | Volume XLVIII-2-2024

https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-65-2024

Articles | Volume XLVIII-2-2024

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11 Jun 2024

| 11 Jun 2024

Convolutional Neural Networks for Road Detection: An Unsupervised Domain Adaptation Approach

Gustavo Rota Collegio, Aluir Porfírio Dal Poz, Antonio Gaudencio Guimarães Filho, and Ayman Habib

Gustavo Rota Collegio

Department of Cartography, Faculty of Sciences and Technology, São Paulo State University (UNESP), São Paulo 19060-900, Brazil

Aluir Porfírio Dal Poz

Department of Cartography, Faculty of Sciences and Technology, São Paulo State University (UNESP), São Paulo 19060-900, Brazil

Antonio Gaudencio Guimarães Filho

DSG, Brazilian Army Geographic Service, Brasília - DF, Brazil

Ayman Habib

Lyles School of Civil Engineering, Purdue University, West Lafayette, IN 47907, USA

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Convolutional Neural Networks for Road Detection: An Unsupervised Domain Adaptation Approach

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