Elias Marks

UAV-Based Classification of Cercospora Leaf Spot Using RGB Images

Florian Görlich, Elias Marks, Anne‐Katrin Mahlein et al. · Drones · 2021 · 59 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +16

PhenoBench: A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain

Jan Weyler, Federico Magistri, Elias Marks et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 41 citations

Precision Agriculture, Engineering, Machine Learning +25

Contrastive 3D Shape Completion and Reconstruction for Agricultural Robots Using RGB-D Frames

Federico Magistri, Elias Marks, Sumanth Nagulavancha et al. · IEEE Robotics and Automation Letters · 2022 · 40 citations

Engineering, Machine Learning, Agricultural Robot +23

Precise 3D Reconstruction of Plants from UAV Imagery Combining Bundle Adjustment and Template Matching

Elias Marks, Federico Magistri, Cyrill Stachniss · 2022 International Conference on Robotics and Automation (ICRA) · 2022 · 34 citations

Individual Plants, Precision Agriculture, Engineering +18

High Precision Leaf Instance Segmentation for Phenotyping in Point Clouds Obtained Under Real Field Conditions

Elias Marks, Matteo Sodano, Federico Magistri et al. · IEEE Robotics and Automation Letters · 2023 · 21 citations

Geometric Learning, Convolutional Neural Network, Precision Agriculture +25