Comparison between Object-based Method and Deep Learning Method for Extracting Road Features Using Submeter-grade High-resolution Satellite Imagery

In recent years, the Ministry of Land, Infrastructure, and Transport of the Republic of Korea has been developing two land observation satellites, KAS500-1 and KAS500-2, to rapidly observe the territory of South Korea and maximize the utilization of satellite images. Essential data, such as high-qua...

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Veröffentlicht in:	Sensors and materials 2019-01, Vol.31 (10), p.3335
Hauptverfasser:	Lee, Dong Gook, You, Ji Ho, Park, Sung Geun, Baeck, Seung Hyub, Lee, Hyun Jik
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Artificial intelligence Deep learning Feature extraction High resolution Image classification Image quality Image resolution Land use Machine learning Modules Open source software Public domain Recall Satellite imagery Satellite observation Software Software development tools Source code
Online-Zugang:	Volltext
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