Jump to the Individual Sessions
- Welcome and Opening Remarks
- Keynotes (Full Talks)
- Robots in Crop Production I
- Soil, Root, and Nutrients
- Innovation in Agriculture: Emerging Technologies and their Adoption
- Machine Learning for the Field
- New Field Arrangements
- Economics and Acceptance of Agricultural Technologies
- Computer Vision in the Field
- Using UAVs for Plant Phenotyping
- Sensor-Based Plant Analysis
- Robots in Crop Production II
- Modeling
- Crop Genetics, Sensing, and Yields
Welcome and Opening Remarks
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Welcome to the Conference
Take 5 minutes to watch this video before you start.
Keynotes (Full Talks)
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Session: Robots in Crop Production I
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C. Lehnert – Active robotic vision to deal with visual occlusions in robotic harvesting (Trailer)
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R. Zedde – Automation & robotics for high-throughput phenotyping & precision horticulture (Trailer)
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Marc Hanheide – Autonomous Robots supporting Soft-Fruit production (Trailer)
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Inkyu Sa – Aerial and ground visual perception in agricultural projects (Trailer)
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Lasse Klingbeil – Where exactly is my plant? (Trailer)
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Session: Soil, Root, and Nutrients
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M. Bennett – Uncovering the hidden half of crops using advanced root phenotyping pipelines (Trailer)
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Gina Lopez, Sofia Hadir et al. – Effect of nutrient limitations on shoot and root growth (Trailer)
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M. Deichmann & Y. Mihiret – Characterization of nutrient imbalance symptoms in genotypes (Trailer)
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Andrea Schnepf, Guillaume Lobet & Jan Vanderborght – Functional-structural plant models (Trailer)
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Session: Innovation in Agriculture: Emerging Technologies and their Adoption
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Máximo Torero – The Need of a sustainable Digital Transformation of Agri-food value chains (Trailer)
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Stephan Kallweit et al. – Recent Developments in Agricultural Robotics (Trailer)
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Dario Schulz – A meta-analysis of agricultural innovation adoption determinants (Trailer)
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P. Baaden, C. Block, et al. – Analysing clustering approaches for emerging technologies (Trailer)
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C. Pahmeyer, T. Kuhn & W. Britz – ‘Fruchtfolge’: A crop rotation decision support system (Trailer)
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Session: Machine Learning for the Field
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Kristian Kersting – Making deep neural networks right for the right scientific reasons (Trailer)
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J. Yi – Deep learning for non-invasive diagnosis of nutrient deficiencies in sugar beet (Trailer)
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Lukas Drees – Temporal Prediction & Evaluation of Brassica Growth in the Field using cGANs (Trailer)
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D. Gogoll – Unsupervised Domain Adaptation for Transferring Plant Classification Systems (Trailer)
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Session: New Field Arrangements
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Madhuri Paul, Dereje Demie, Sabine Seidel et al. – Effects of cereal-legume crop mixtures (Trailer)
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Kathrin Grahmann – The smaller the better? (Trailer)
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Ixchel Hernandez-Ochoa – New Field Arrangements for Sustainable Agriculture (Trailer)
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Marco Donat – Creation of Patch Cropping maps: A prototype of a web-based application (Trailer)
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Session: Economics and Acceptance of Agricultural Technologies
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J. Lowenberg-DeBoer – Economics of Autonomous Equipment for Application of Biopesticides (Trailer)
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Débora Moretti et al. – Adoption of precision agriculture technologies (Trailer)
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Linmei Shang et al. – Adoption and diffusion of digital farming technologies (Trailer)
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O. Spykman & A. Gabriel – What do small-scale farmers think about agricultural robots? (Trailer)
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Session: Computer Vision in the Field
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J. Weyler – Joint Plant Instance Detection & Leaf Count Estimation for Plant Phenotyping (Trailer)
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Grzegorz Cielniak – Soft Fruit Perception in the Wild (Trailer)
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François Tardieu – Which information from phenotyping can be used for breeding? (Trailer)
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Laura Zabawa – Counting grapevine berries in images via semantic segmentation (Trailer)
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Session: Using UAVs for Plant Phenotyping
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Harnaik Dhami et al. – Using UAV Mounted 3D LiDAR to Estimate Plant Height (Trailer)
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Helge Aasen – UAV High-Throughput Field Phenotyping of Canopy Temperature (Trailer)
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A. Van Boxsom – UAV use to estimate a new phenotypical trait for farmers (Trailer)
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P. Aebischer – Measuring sward height and dry matter yield of pastures (Trailer)
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Diana Pavlic – In-field plant phenotyping using aerial image-based point clouds (Trailer)
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Session: Sensor-Based Plant Analysis
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Tony Pridmore – Novel CNN Architectures for Plant Image Analysis and Phenotyping (Trailer)
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S. Paulus, F. Ispizua et al. – Using hyperspectral cameras in greenhouses (Trailer)
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Astrid Junker – Automated phenotyping of crop acclimation capacity (Trailer)
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M. Moshrefzahdeh, D. Gackstetter et al. – The Smart Rural Area Data Infrastructure (SRADI) (Trailer)
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Session: Robots in Crop Production II
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Cédric Pradalier et al. – Advanced modeling techniques for efficient crop irrigation (Trailer)
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Marija Popović – An informative path planning framework for UAV-based terrain monitoring (Trailer)
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T. Ji et al. – Multi-Modal Anomaly Detection for Unstructured and Uncertain Environments (Trailer)
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Nived Chebrolu – Spatio-temporal registration of plant point clouds for phenotyping (Trailer)
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Session: Modeling
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Amy Marshall-Colón – Increasing crop production by connecting models (Trailer)
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Pierre Martre – Model aided phenotyping (Trailer)
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M. Herrmann et al. – Use of ancillary data for partial area specific prognosis (Trailer)
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Bruno Basso – Digital Technologies for a Regenerative Agriculture (Trailer)
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Session: Crop Genetics, Sensing, and Yields
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Annaliese Mason – Making new Crop Species (Trailer)
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James Schnable – Prioritizing of Genes with Phenotypic Impact (Trailer)
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Viacheslav Adamchuk – Integration approach to proximal plant sensing (Trailer)
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Jillian Deines & David Lobell – Sub-Field Yield Estimation with Satellites (Trailer)
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