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SugarViT-Multi-objective regression of UAV images with Vision Transformers and Deep Label Distribution Learning demonstrated on disease severity prediction in sugar beet.

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Title: SugarViT-Multi-objective regression of UAV images with Vision Transformers and Deep Label Distribution Learning demonstrated on disease severity prediction in sugar beet.
Authors: Günder M; Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Schloss Birlinghoven, Sankt Augustin, Germany.; Institute for Computer Science III, University of Bonn, Bonn, Germany., Yamati FRI; Institute for Sugar Beet Research (IfZ), Göttingen, Germany., Barreto A; Institute for Sugar Beet Research (IfZ), Göttingen, Germany., Mahlein AK; Institute for Sugar Beet Research (IfZ), Göttingen, Germany., Sifa R; Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Schloss Birlinghoven, Sankt Augustin, Germany.; Institute for Computer Science III, University of Bonn, Bonn, Germany., Bauckhage C; Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Schloss Birlinghoven, Sankt Augustin, Germany.; Institute for Computer Science III, University of Bonn, Bonn, Germany.
Source: PloS one [PLoS One] 2025 Feb 13; Vol. 20 (2), pp. e0318097. Date of Electronic Publication: 2025 Feb 13 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: SugarViT-Multi-objective regression of UAV images with Vision Transformers and Deep Label Distribution Learning demonstrated on disease severity prediction in sugar beet.
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  Data: <searchLink fieldCode="AU" term="%22Günder+M%22">Günder M</searchLink>; Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Schloss Birlinghoven, Sankt Augustin, Germany.; Institute for Computer Science III, University of Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Yamati+FRI%22">Yamati FRI</searchLink>; Institute for Sugar Beet Research (IfZ), Göttingen, Germany.<br /><searchLink fieldCode="AU" term="%22Barreto+A%22">Barreto A</searchLink>; Institute for Sugar Beet Research (IfZ), Göttingen, Germany.<br /><searchLink fieldCode="AU" term="%22Mahlein+AK%22">Mahlein AK</searchLink>; Institute for Sugar Beet Research (IfZ), Göttingen, Germany.<br /><searchLink fieldCode="AU" term="%22Sifa+R%22">Sifa R</searchLink>; Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Schloss Birlinghoven, Sankt Augustin, Germany.; Institute for Computer Science III, University of Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Bauckhage+C%22">Bauckhage C</searchLink>; Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Schloss Birlinghoven, Sankt Augustin, Germany.; Institute for Computer Science III, University of Bonn, Bonn, Germany.
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