Automatic map generation from nation-wide data sources using deep learning

Automatic map generation from nation-wide data sources using deep learning

The last decade has seen great advances within the field of artificial intelligence. One of the most noteworthy areas is that of deep learning, which is nowadays used in everything from self driving cars to automated cancer screening. During the same time, the amount of spatial data encompassing not...

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Bibliographic Details
Main Author: Lundberg, Gustav
Format: Others
Language:English
Published: Linköpings universitet, Statistik och maskininlärning 2020
Subjects:
deep learning
unstructured data
statistics
maps
point cloud
lidar
uncertainty map
data fusion
surface model
logistic regression
multinomial regression
convolutional neural network
pvcnn
Probability Theory and Statistics
Sannolikhetsteori och statistik
Other Computer and Information Science
Annan data- och informationsvetenskap
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-170759

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-170759

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