2 papers
cs.CV2025
AppleGrowthVision: A large-scale stereo dataset for phenological analysis, fruit detection, and 3D reconstruction in apple orchards
Laura-Sophia von Hirschhausen, Jannes S. Magnusson, Mykyta Kovalenko +6
Deep learning has transformed computer vision for precision agriculture, yet apple orchard monitoring remains limited by dataset constraints. The lack of diverse, realistic dataset…
cs.CV2023
Towards L-System Captioning for Tree Reconstruction
Jannes S. Magnusson, Anna Hilsmann, Peter Eisert
This work proposes a novel concept for tree and plant reconstruction by directly inferring a Lindenmayer-System (L-System) word representation from image data in an image captionin…