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Document type:
Konferenzbeitrag / Conference Paper
Title:
There is No Data Like More Data - Current Status of Machine Learning Datasets in Remote Sensing
Title of conference publication:
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS
Conference title:
IEEE International Geoscience and Remote Sensing Symposium (2021, Brüssel)
Venue:
Brüssel
Year of conference:
2021
Date of conference beginning:
11.07.2021
Date of conference ending:
16.07.2021
Year:
2021
Pages from - to:
1206-1209
Language:
Englisch
Abstract:
Annotated datasets have become one of the most crucial preconditions for the development and evaluation of machine learning-based methods designed for the automated interpretation of remote sensing data. In this paper, we review the historic development of such datasets, discuss their features based on a few selected examples, and address open issues for future developments.
ISBN:
978-1-6654-0369-6 ; 978-1-6654-4762-1
Open Access yes or no?:
Nein / No
BibTeX