Jannes Magnusson

According to our database, Jannes Magnusson authored at least 7 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Are remote sensing-based crop type classifications suitable for calculating a landscape heterogeneity metric? A data-fitness-for-purpose assessment.

Jannes S. Magnusson, Marcel Schwieder, Sebastian Preidl, Florian Beyer, Markus Möller

Ecol. Informatics, 2026

2025

AppleGrowthVision: A large-scale stereo dataset for phenological analysis, fruit detection, and 3D reconstruction in apple orchards.

Laura von Hirschhausen, Jannes S. Magnusson, Mykyta Kovalenko, Fredrik Boye, Tanay Rawat, Peter Eisert, Anna Hilsmann, Sebastian Pretzsch, Sebastian Bosse

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Automatisierte Frucht- und Pflanzenerkennung in Apfelplantagen durch künstliche Intelligenz.

Michael Gerstenberger, Mykyta Kovalenko, David Przewozny, Jannes Magnusson, Eike Gassen, Jakub Pawlak, Jochen Hirth, Laura von Hirschhausen, Detlef Runde, Anna Hilsmann, Peter Eisert, Sebastian Bosse

Proceedings of the 44. GIL-Jahrestagung, Informatik in der Land-, Forst- und Ernährungswirtschaft, 2024

2023

Nachhaltige Landwirtschaft mittels Künstlicher Intelligenz - ein plattformbasierter Ansatz für Forschung und Industrie.

Sebastian Bosse, Karsten Berns, Johannes Bosch, Jörg Dörr, Frederick Charles Eichhorn, Peter Eisert, Christoph Fischer, Eike Gassen, Michael Gerstenberger, Heike Gerighausen, Jonathan Heil, Anna Hilsmann, Jochen Hirth, Christopher Huber, Mortesa Hussaini, Martin Kasparick, Peter Kloke, Hartmut Krause-Edler, Lukas Mackle, Jannes Magnusson, Felix Möhrle, Markus Möller, Peter Pickel, Clemens Rautenberg, Hans Dieter Schotten, Slawomir Stanczak, Lars Thiele, Henrik Ücdemir, Annett Wania, Anthony Stein

Proceedings of the 43. GIL-Jahrestagung, 2023

Towards L-System Captioning for Tree Reconstruction.

Jannes S. Magnusson, Anna Hilsmann, Peter Eisert

Proceedings of the 44th Annual Conference of the European Association for Computer Graphics, 2023

2021

Pixel2point: 3D Object Reconstruction From a Single Image Using CNN and Initial Sphere.

Ahmed J. Afifi, Jannes Magnusson, Toufique Ahmed Soomro, Olaf Hellwich

IEEE Access, 2021

Synthesizing Fundus Photographies for Training Segmentation Networks.

Jannes Magnusson, Ahmed J. Afifi, Shengjia Zhang, Andreas Ley, Olaf Hellwich

Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, 2021