Mapping roads in the Brazilian Amazon with artificial intelligence and Sentinel-2
J Botelho Jr, SCP Costa, JG Ribeiro, CM Souza Jr - Remote Sensing, 2022 - mdpi.com
This study presents our efforts to automate the detection of unofficial roads (herein, roads) in
the Brazilian Amazon using artificial intelligence (AI). In this region, roads are built by …
the Brazilian Amazon using artificial intelligence (AI). In this region, roads are built by …
RoadVecNet: a new approach for simultaneous road network segmentation and vectorization from aerial and google earth imagery in a complex urban set-up
A Abdollahi, B Pradhan, A Alamri - GIScience & Remote Sensing, 2021 - Taylor & Francis
In this study, we present a new automatic deep learning-based network named Road
Vectorization Network (RoadVecNet), which comprises interlinked UNet networks to …
Vectorization Network (RoadVecNet), which comprises interlinked UNet networks to …
Road extraction from a high spatial resolution remote sensing image based on richer convolutional features
Z Hong, D Ming, K Zhou, Y Guo, T Lu - IEEE Access, 2018 - ieeexplore.ieee.org
The extraction and vectorization of roads from high spatial resolution remote sensing
(HSRRS) images are of great significance to city planning and development. However …
(HSRRS) images are of great significance to city planning and development. However …
[PDF][PDF] DEEP LEARNING APPROACH FOR ROAD EXTRACTION FROM REMOTE SENSING IMAGERY.
Abstract In recent years, Deep Learning (DL) is proving very successful set of tools for
several image analysis, segmentation, and classification tasks. In this paper an automated …
several image analysis, segmentation, and classification tasks. In this paper an automated …
Redes neuronales celulares, una alternativa para el análisis y modelado espacial de conectividad.
J Manuel - 2017 - centrogeo.repositorioinstitucional.mx
En los últimos años, el interés del análisis espacial se ha enfocado en la aplicación de los
sistemas de información geográfica, la percepción remota y los sistemas de navegación por …
sistemas de información geográfica, la percepción remota y los sistemas de navegación por …