Marco Körner
Orcid: 0000-0002-9186-4175Affiliations:
- Technical University of Munich, Germany
- Friedrich Schiller University of Jena, Germany (former)
According to our database1,
Marco Körner
authored at least 56 papers
between 2011 and 2023.
Collaborative distances:
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Bibliography
2023
EuroCrops: All you need to know about the Largest Harmonised Open Crop Dataset Across the European Union.
CoRR, 2023
Fully Automatic Generation of Training Data for Building Detection and Classification from Remote Sensing Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
Challenges and Opportunities of Large Transnational Datasets: A Case Study on European Administrative Crop Data.
CoRR, 2022
Prediction of multi-year winter wheat yields at the field level with satellite and climatological data.
Comput. Electron. Agric., 2022
Harnessing Administrative Data Inventories to Create a Reliable Transnational Reference Database for Crop Type Monitoring.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
CoRR, 2021
2020
The Importance of Loss Functions for Increasing the Generalization Abilities of a Deep Learning-Based Next Frame Prediction Model for Traffic Scenes.
Mach. Learn. Knowl. Extr., 2020
Comparison of monocular depth estimation methods using geometrically relevant metrics on the IBims-1 dataset.
Comput. Vis. Image Underst., 2020
Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification.
CoRR, 2020
CoRR, 2020
Model and Data Uncertainty for Satellite Time Series Forecasting with Deep Recurrent Models.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Derivation of Geometrically and Semantically Annotated UAV Datasets at Large Scales from 3D City Models.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Aerial LaneNet: Lane-Marking Semantic Segmentation in Aerial Imagery Using Wavelet-Enhanced Cost-Sensitive Symmetric Fully Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2019
Automatic and Semantically-Aware 3D UAV Flight Planning for Image-Based 3D Reconstruction.
Remote. Sens., 2019
Multi-Task cGAN for Simultaneous Spaceborne DSM Refinement and Roof-Type Classification.
Remote. Sens., 2019
Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks.
Frontiers Big Data, 2019
CoRR, 2019
CoRR, 2019
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
DSM Building Shape Refinement from Combined Remote Sensing Images Based on WNET-CGANS.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Late or Earlier Information Fusion From Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-CGAN.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
2018
Building Footprint Extraction From VHR Remote Sensing Images Combined With Normalized DSMs Using Fused Fully Convolutional Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
ISPRS Int. J. Geo Inf., 2018
CoRR, 2018
FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing Autoencoder GANs.
CoRR, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Automatic Large-Scale 3D Building Shape Refinement Using Conditional Generative Adversarial Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
Proceedings of the Computer Vision - ACCV 2018, 2018
2017
IEEE Trans. Geosci. Remote. Sens., 2017
Improve multi-baseline InSAR parameter retrieval by semantic information from optical images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Temporal Vegetation Modelling Using Long Short-Term Memory Networks for Crop Identification from Medium-Resolution Multi-spectral Satellite Images.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
2015
Methods for Model-based and Model-free Recognition of Articulated Actions in Multi-View Environments.
PhD thesis, 2015
2014
Proceedings of the VISAPP 2014, 2014
Regularized Geometric Hulls for Nucleus Segmentation from Microscopy Images.
Proceedings of the Medical Image Understanding and Analysis, 2014
Quantitative Analysis of Pathological Mitochondrial Morphology in Neuronal Cells in Confocal Laser Scanning Microscopy Images.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014
2013
JAR-Aibo: A Multi-view Dataset for Evaluation of Model-Free Action Recognition Systems.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013
Hierarchical Dirichlet Processes for unsupervised online multi-view action perception using Temporal Self-Similarity features.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013
Temporal Self-Similarity for Appearance-Based Action Recognition in Multi-View Setups.
Proceedings of the Computer Analysis of Images and Patterns, 2013
Accurate 3D Multi-marker Tracking in X-ray Cardiac Sequences Using a Two-Stage Graph Modeling Approach.
Proceedings of the Computer Analysis of Images and Patterns, 2013
2012
Scale-independent Spatio-temporal Statistical Shape Representations for 3D Human Action Recognition.
Proceedings of the ICPRAM 2012, 2012
Proceedings of the Sixth International Conference on Distributed Smart Cameras, 2012
Analyzing the Subspaces Obtained by Dimensionality Reduction for Human Action Recognition from 3d Data.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012
2011
A Method for Fast Composing of Images Captured from Deformed Documents by a Quadocular Scanner Setup.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2011), 2011