Listar Artículos de revista ISC - ISC aldizkari artikuluak por autor "Ayala Lauroba, Christian"
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A deep learning approach to an enhanced building footprint and road detection in high-resolution satellite imagery
Ayala Lauroba, Christian; Sesma Redín, Rubén ; Aranda, Carlos; Galar Idoate, Mikel (MDPI, 2021) Artículo / ArtikuluaThe detection of building footprints and road networks has many useful applications including the monitoring of urban development, real-time navigation, etc. Taking into account that a great deal of human attention is ... -
Multi-class strategies for joint building footprint and road detection in remote sensing
Building footprints and road networks are important inputs for a great deal of services. For instance, building maps are useful for urban planning, whereas road maps are essential for disaster response services. Traditionally, ... -
Super-resolution of Sentinel-2 images using convolutional neural networks and real ground truth data
Galar Idoate, Mikel ; Sesma Redín, Rubén ; Ayala Lauroba, Christian; Albizua, Lourdes; Aranda, Carlos (MDPI, 2020) Artículo / ArtikuluaEarth observation data is becoming more accessible and affordable thanks to the Copernicus programme and its Sentinel missions. Every location worldwide can be freely monitored approximately every 5 days using the ...