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portada Artificial Intelligence for Multisource Geospatial Information
Type
Physical Book
Publisher
Author
Language
English
Pages
254
Format
Hardcover
Dimensions
24.4x17x2.1 cm
Weight
0.75 kg.
ISBN13
9783036563879
Categories

Artificial Intelligence for Multisource Geospatial Information

Bordogna, Gloria ; Fugazza, Cristiano (Author) · Mdpi AG · Hardcover

Artificial Intelligence for Multisource Geospatial Information - Bordogna, Gloria ; Fugazza, Cristiano

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Synopsis "Artificial Intelligence for Multisource Geospatial Information "

This reprint collects 10 original research contributions published in the Special Issue entitled "Artificial Intelligence for Multisource Geospatial Information" of the ISPRS International Journal of Geo-Information. The focus is on different methods of Geospatial Artificial Intelligence (GeoAI) based on deep learning using different network architectures, clustering, soft computing, and semantic approaches. They are proposed to deal with a variety of Geospatial Big Data (GBD), such as georeferenced texts and photos in social networks, remote sensing images, cartographic maps, multidimensional geo databases, metadata in spatial data infrastructures, and for different tasks, such as for multisource georeferenced text integration and geodata flexible querying, for social sensing by applying sentiment analysis, clustering and geo analysis, for segmentation of roads, clouds and snow, and for detection of small targets and people on the streets.

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