Jan Dirk Wegner

1. The Perfect Match: 3D Point Cloud Matching with Smoothed Densities
   2018/11/16 by Žan Gojčič, Gojcic, Zan, Caifa Zhou +5 · 11 citations
   Earth and Planetary Sciences · Engineering · Environmental Science · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotics and Sensor-Based Localization
2. Topological Map Extraction from Overhead Images
   2018/12/04 by Zuoyue Li, Jan Dirk Wegner, Li, Zuoyue +3 · 5 citations
   Computer Science · Engineering · Environmental Science · #Advanced Image and Video Retrieval Techniques #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
3. Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds
   2023/12/07 by Yujia Liu, Anton Obukhov, Liu, Yujia +5 · 7 citations
   Engineering · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Manufacturing Process and Optimization
4. Crop mapping from image time series: deep learning with multi-scale\n label hierarchies
   2021/02/17 by Mehmet Özgür Türkoglu, Stefano D’Aronco, Turkoglu, Mehmet Ozgur +11 · 4 citations
   Agricultural and Biological Sciences · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Food Supply Chain Traceability #Remote Sensing in Agriculture #Smart Agriculture and AI
5. FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation
   2022/05/31 by Mehmet Özgür Türkoglu, Alexander Becker, Turkoglu, Mehmet Ozgur +15 · 3 citations
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science
6. AGBD: A Global-scale Biomass Dataset
   2024/06/07 by Ghjulia Sialelli, Sialelli, Ghjulia, Torben Peters +6 · 1 voice · 3 citations
   Engineering · Biochemistry, Genetics and Molecular Biology · #Biofuel production and bioconversion #Microbial Metabolic Engineering and Bioproduction #Bioinformatics and Genomic Networks
7. UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series
   2023/04/11 by Patrick Ebel, Ebel, Patrick, Vivien Sainte Fare Garnot +7 · 2 citations
   Engineering · Environmental Science · #Advanced Image Fusion Techniques #Atmospheric and Environmental Gas Dynamics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Remote Sensing in Agriculture #electronic engineering #information engineering
8. High carbon stock mapping at large scale with optical satellite imagery and spaceborne LIDAR
   2021/07/15 by Nico Lang, Lang, Nico, Konrad Schindler +3 · 1 citation
   Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #Conservation, Biodiversity, and Resource Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Oil Palm Production and Sustainability #Remote Sensing and LiDAR Applications
9. Thera: Aliasing-Free Arbitrary-Scale Super-Resolution with Neural Heat Fields
   2023/11/29 by Alexander Becker, Becker, Alexander, Rodrigo Caye Daudt +9 · 2 citations
   Engineering · #Advanced Optical Imaging Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape Generation
    2022/11/23 by Nikolai Kalischek, Kalischek, Nikolai, Torben Peters +5 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG)
11. Uncertainty Voting Ensemble for Imbalanced Deep Regression
    2023/05/24 by Yuchang Jiang, Jiang, Yuchang, Vivien Sainte Fare Garnot +5 · 1 citation
    Computer Science · #Imbalanced Data Classification Techniques #Machine Learning and Data Classification #Machine Learning in Healthcare
12. LitePT: Lighter Yet Stronger Point Transformer
    2025/12/15 by Yuanwen Yue, Damien Robert, Yue, Yuanwen +11 · 1 voice · 2 citations
    Computer Science · Engineering · Materials Science · #3D Shape Modeling and Analysis #Gaussian Processes and Bayesian Inference #Machine Learning in Materials Science #cs.CV
13. Deep Active Learning in Remote Sensing for data efficient Change Detection
    2020/08/25 by Vít Růžička, Růžička, Vít, Stefano D’Aronco +5 · 1 citation
    Computer Science · Engineering · #Machine Learning and Algorithms #Remote-Sensing Image Classification #Fault Detection and Control Systems
14. SSL4Eco: A Global Seasonal Dataset for Geospatial Foundation Models in Ecology
    2025/04/25 by Elena Plekhanova, Damien Robert, Plekhanova, Elena +11 · 1 citation
    Computer Science · Environmental Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing in Agriculture #Species Distribution and Climate Change