Staff Publications

Staff Publications

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    'Staff publications' is the digital repository of Wageningen University & Research

    'Staff publications' contains references to publications authored by Wageningen University staff from 1976 onward.

    Publications authored by the staff of the Research Institutes are available from 1995 onwards.

    Full text documents are added when available. The database is updated daily and currently holds about 240,000 items, of which 72,000 in open access.

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Record number 560540
Title Visual Question Answering From Remote Sensing Images
Author(s) Lobry, Sylvain; Murray, Jesse; Marcos, Diego; Tuia, Devis
Source In: 2019 IEEE International Geoscience & Remote Sensing Symposium. - IEEE - ISBN 9781538691557 - p. 4951 - 4954.
Event IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019-07-28/2019-08-02
Department(s) Laboratory of Geo-information Science and Remote Sensing
Publication type Contribution in proceedings
Publication year 2019
Abstract Remote sensing images carry wide amounts of information beyond land cover or land use. Images contain visual and structural information that can be queried to obtain high level information about specific image content or relational dependencies between the objects sensed. This paper explores the possibility to use questions formulated in natural language as a generic and accessible way to extract this type of information from remote sensing images, i.e. visual question answering. We introduce an automatic way to create a dataset using OpenStreetMap 1 data and present some preliminary results. Our proposed approach is based on deep learning, and is trained using our new dataset.
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