Nohwal, AmanJangid, TusharPanigrahi, NarayanAutomatic extraction of road network from satellite image has many challenges and applications. This method also brings in the image that has skewness and of urban areas of having, shadow and occlusion due building and manmade structures. This paper described a method for road network extraction from the satellite image of urban area using CNN. The result of the process is promising with high true positive in the presence of occlusion and skewness. This method also brings in high degree of automation of road network extraction from satellite-image.
Automatic Extraction of Road Network from Satellite Images of Urban Areas Using Convolution Neural Network
stud. in Infrastructure & Control
2021-12-14
12 pages
Aufsatz/Kapitel (Buch)
Elektronische Ressource
Englisch