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Topographic data machine learning method and system

Topographic data machine learning method and system
Topographic data machine learning method and system
Applying machine learning techniques for image recognition and classification to the processing of topographic imagery, in order to permit more accurate and detailed topographic representations of an area to be obtained. A machine learning system is trained with existing topographic imagery and corresponding topographic data relating to a particular area, so that the machine learning system is then able to relate actual physical topographical features to their topographic representations in existing data. Having been so trained, the machine learning system may then be used to process topographic imagery data of the same area to determine new topographic details thereof for incorporation into the topographic data.
US 10,586,103
United States Patent and Trademark Office
Sargent, Isabel
3df2050d-b24e-4f60-bc6e-8b1fafdb3f5a
Hare, Jonathon
65ba2cda-eaaf-4767-a325-cd845504e5a9

Sargent, Isabel and Hare, Jonathon (Inventors) (2020) Topographic data machine learning method and system. US 10,586,103.

Record type: Patent

Abstract

Applying machine learning techniques for image recognition and classification to the processing of topographic imagery, in order to permit more accurate and detailed topographic representations of an area to be obtained. A machine learning system is trained with existing topographic imagery and corresponding topographic data relating to a particular area, so that the machine learning system is then able to relate actual physical topographical features to their topographic representations in existing data. Having been so trained, the machine learning system may then be used to process topographic imagery data of the same area to determine new topographic details thereof for incorporation into the topographic data.

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More information

Published date: 10 March 2020
Additional Information: See also patent GB2559566A

Identifiers

Local EPrints ID: 453711
URI: http://eprints.soton.ac.uk/id/eprint/453711
PURE UUID: 25bc4a32-53eb-496d-8676-94a6193d7ea0
ORCID for Jonathon Hare: ORCID iD orcid.org/0000-0003-2921-4283

Catalogue record

Date deposited: 21 Jan 2022 17:34
Last modified: 22 Jul 2022 01:39

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Contributors

Inventor: Isabel Sargent
Inventor: Jonathon Hare ORCID iD

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