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Artificial Intelligence for Multisource Geospatial Information

Artificial Intelligence for Multisource Geospatial Information

Hardcover

Technology & Engineering

ISBN10: 3036563873
ISBN13: 9783036563879
Publisher: Mdpi Ag
Published: Jan 11 2023
Pages: 254
Weight: 1.65
Height: 0.81 Width: 6.69 Depth: 9.61
Language: English

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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Technology & Engineering