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ORCIDMarco Körner 0001
Person information
- affiliation: Technical University of Munich, Germany
- affiliation (former): Friedrich Schiller University of Jena, Germany
Other persons with the same name
- Marco Körner 0002 — Clausthal University of Technology, Clausthal-Zellerfeld, Germany
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2020 – today
- 2024
[j13]David Gackstetter
, Marco Körner, Kang Yu:
Approaching holistic crop type mapping in Europe through winter vegetation classification and the Hierarchical Crop and Agriculture Taxonomy. Int. J. Appl. Earth Obs. Geoinformation 134: 104159 (2024)- [c32]Hai Huang, Kevin Hild, Yixuan Wang, Marco Körner, Helmut Mayer:
Data on Demand: Automatic Generation of Customized Datasets for the Training of Building Detection in Remote Sensing Imagery. IGARSS 2024: 254-257 - [c31]Michael Engel, Marco Körner:
Sentinel-2 Tiling Scheme Grid-Overlay for Efficient I/O-Operations Based on Spherical Voronoi Polygons and Local Optimization. IGARSS 2024: 6895-6899 - [i25]Joana Reuss, Jan MacDonald, Simon Becker, Lorenz Richter, Marco Körner:
EuroCropsML: A Time Series Benchmark Dataset For Few-Shot Crop Type Classification. CoRR abs/2407.17458 (2024) - 2023
- [c30]Joana Reuss, Michael Engel, Stephanie Tumampos, Marco Körner:
Generalization Across Sensor-Modalities for Deforestation Assessment. IGARSS 2023: 1361-1364 - [c29]Ayshah Chan, Maja Schneider, Marco Körner:
XAI for Early Crop Classification. IGARSS 2023: 2657-2660 - [c28]Yixuan Wang, Hai Huang, Coleen Cabalo, Marco Körner, Helmut Mayer:
Fully Automatic Generation of Training Data for Building Detection and Classification from Remote Sensing Imagery. IGARSS 2023: 5563-5566 - [i24]Maja Schneider, Tobias Schelte, Felix Schmitz, Marco Körner:
EuroCrops: All you need to know about the Largest Harmonised Open Crop Dataset Across the European Union. CoRR abs/2302.10202 (2023) - [i23]Maja Schneider, Marco Körner:
Harnessing Administrative Data Inventories to Create a Reliable Transnational Reference Database for Crop Type Monitoring. CoRR abs/2310.06393 (2023) - [i22]Ayshah Chan, Maja Schneider, Marco Körner:
XAI for Early Crop Classification. CoRR abs/2310.06574 (2023) - 2022
- [j12]Michael Marszalek, Marco Körner, Urs Schmidhalter:
Prediction of multi-year winter wheat yields at the field level with satellite and climatological data. Comput. Electron. Agric. 194: 106777 (2022) - [j11]Chunping Qiu, Lukas Liebel, Lloyd Haydn Hughes, Michael Schmitt, Marco Körner, Xiao Xiang Zhu:
Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [c27]Maja Schneider, Marco Körner:
Harnessing Administrative Data Inventories to Create a Reliable Transnational Reference Database for Crop Type Monitoring. IGARSS 2022: 5385-5388 - [i21]Maja Schneider, Christian Marchington, Marco Körner:
Challenges and Opportunities of Large Transnational Datasets: A Case Study on European Administrative Crop Data. CoRR abs/2210.07178 (2022) - 2021
- [i20]Maja Schneider, Amelie Broszeit, Marco Körner:
EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification. CoRR abs/2106.08151 (2021) - 2020
- [j10]Tobias Koch, Lukas Liebel, Marco Körner, Friedrich Fraundorfer:
Comparison of monocular depth estimation methods using geometrically relevant metrics on the IBims-1 dataset. Comput. Vis. Image Underst. 191: 102877 (2020) - [j9]Sandra Aigner, Marco Körner:
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. 2(2): 78-98 (2020) - [c26]Marc Rußwurm, Sherrie Wang, Marco Körner, David B. Lobell:
Meta-Learning for Few-Shot Land Cover Classification. CVPR Workshops 2020: 788-796 - [c25]Sidi Wu, Lukas Liebel, Marco Körner:
Derivation of Geometrically and Semantically Annotated UAV Datasets at Large Scales from 3D City Models. ICPR 2020: 4712-4719 - [c24]Marc Rußwurm, Mohsin Ali, Xiaoxiang Zhu, Yarin Gal, Marco Körner:
Model and Data Uncertainty for Satellite Time Series Forecasting with Deep Recurrent Models. IGARSS 2020: 7025-7028 - [i19]Lukas Liebel, Ksenia Bittner, Marco Körner:
A Generalized Multi-Task Learning Approach to Stereo DSM Filtering in Urban Areas. CoRR abs/2004.02493 (2020) - [i18]Marc Rußwurm, Sherrie Wang, Marco Körner, David B. Lobell:
Meta-Learning for Few-Shot Land Cover Classification. CoRR abs/2004.13390 (2020) - [i17]Chunping Qiu, Lukas Liebel, Lloyd H. Hughes, Michael Schmitt, Marco Körner, Xiao Xiang Zhu:
Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification. CoRR abs/2011.11452 (2020)
2010 – 2019
- 2019
- [j8]Basil Kraft, Martin Jung, Marco Körner, Christian Requena-Mesa, José Cortés, Markus Reichstein:
Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks. Frontiers Big Data 2: 31 (2019) - [j7]Ksenia Bittner, Marco Körner, Friedrich Fraundorfer, Peter Reinartz:
Multi-Task cGAN for Simultaneous Spaceborne DSM Refinement and Roof-Type Classification. Remote. Sens. 11(11): 1262 (2019) - [j6]Tobias Koch, Marco Körner, Friedrich Fraundorfer:
Automatic and Semantically-Aware 3D UAV Flight Planning for Image-Based 3D Reconstruction. Remote. Sens. 11(13): 1550 (2019) - [j5]Seyed Majid Azimi, Peter Fischer, Marco Körner, Peter Reinartz:
Aerial LaneNet: Lane-Marking Semantic Segmentation in Aerial Imagery Using Wavelet-Enhanced Cost-Sensitive Symmetric Fully Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 57(5): 2920-2938 (2019) - [c23]Ksenia Bittner, Peter Reinartz, Marco Körner:
Late or Earlier Information Fusion From Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-CGAN. CVPR Workshops 2019: 1471-1478 - [c22]Ksenia Bittner, Marco Körner, Peter Reinartz:
DSM Building Shape Refinement from Combined Remote Sensing Images Based on WNET-CGANS. IGARSS 2019: 783-786 - [c21]Lukas Liebel, Marco Körner:
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification. ITSC 2019: 1440-1447 - [c20]Peter König, Sandra Aigner, Marco Körner:
Enhancing Traffic Scene Predictions with Generative Adversarial Networks. ITSC 2019: 1768-1775 - [i16]Marc Rußwurm, Sébastien Lefèvre, Nicolas Courty, Rémi Emonet, Marco Körner, Romain Tavenard:
End-to-end Learning for Early Classification of Time Series. CoRR abs/1901.10681 (2019) - [i15]Ksenia Bittner, Marco Körner, Peter Reinartz:
DSM Building Shape Refinement from Combined Remote Sensing Images based on Wnet-cGANs. CoRR abs/1903.03519 (2019) - [i14]Ksenia Bittner, Marco Körner, Peter Reinartz:
Late or Earlier Information Fusion from Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-cGAN. CoRR abs/1904.09935 (2019) - [i13]Marc Rußwurm, Sébastien Lefèvre, Marco Körner:
BreizhCrops: A Satellite Time Series Dataset for Crop Type Identification. CoRR abs/1905.11893 (2019) - [i12]Lukas Liebel, Marco Körner:
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification. CoRR abs/1907.11111 (2019) - [i11]Marc Rußwurm, Romain Tavenard, Sébastien Lefèvre, Marco Körner:
Early Classification for Agricultural Monitoring from Satellite Time Series. CoRR abs/1908.10283 (2019) - [i10]Peter König, Sandra Aigner, Marco Körner:
Enhancing Traffic Scene Predictions with Generative Adversarial Networks. CoRR abs/1909.10833 (2019) - [i9]Marc Rußwurm, Marco Körner:
Self-Attention for Raw Optical Satellite Time Series Classification. CoRR abs/1910.10536 (2019) - 2018
- [j4]Marc Rußwurm, Marco Körner:
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders. ISPRS Int. J. Geo Inf. 7(4): 129 (2018) - [j3]Ksenia Bittner, Pablo d'Angelo, Marco Körner, Peter Reinartz:
DSM-to-LoD2: Spaceborne Stereo Digital Surface Model Refinement. Remote. Sens. 10(12): 1926 (2018) - [j2]Ksenia Bittner, Fathalrahman Adam, Shiyong Cui, Marco Körner, Peter Reinartz:
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. 11(8): 2615-2629 (2018) - [c19]Seyed Majid Azimi, Eleonora Vig, Reza Bahmanyar, Marco Körner, Peter Reinartz:
Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery. ACCV (3) 2018: 150-165 - [c18]Ksenia Bittner, Marco Körner:
Automatic Large-Scale 3D Building Shape Refinement Using Conditional Generative Adversarial Networks. CVPR Workshops 2018: 1887-1889 - [c17]Tobias Koch, Lukas Liebel, Friedrich Fraundorfer, Marco Körner:
Evaluation of CNN-Based Single-Image Depth Estimation Methods. ECCV Workshops (3) 2018: 331-348 - [i8]Marc Rußwurm, Marco Körner:
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders. CoRR abs/1802.02080 (2018) - [i7]Jian Kang, Marco Körner, Yuanyuan Wang, Hannes Taubenböck, Xiao Xiang Zhu:
Building Instance Classification Using Street View Images. CoRR abs/1802.09026 (2018) - [i6]Seyed Majid Azimi, Peter Fischer, Marco Körner, Peter Reinartz:
Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks. CoRR abs/1803.06904 (2018) - [i5]Tobias Koch, Lukas Liebel, Friedrich Fraundorfer, Marco Körner:
Evaluation of CNN-based Single-Image Depth Estimation Methods. CoRR abs/1805.01328 (2018) - [i4]Lukas Liebel, Marco Körner:
Auxiliary Tasks in Multi-task Learning. CoRR abs/1805.06334 (2018) - [i3]Seyed Majid Azimi, Eleonora Vig, Reza Bahmanyar, Marco Körner, Peter Reinartz:
Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery. CoRR abs/1807.02700 (2018) - [i2]Sandra Aigner, Marco Körner:
FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing Autoencoder GANs. CoRR abs/1810.01325 (2018) - [i1]Marc Rußwurm, Marco Körner:
Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery. CoRR abs/1811.02471 (2018) - 2017
- [j1]Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu:
Robust Object-Based Multipass InSAR Deformation Reconstruction. IEEE Trans. Geosci. Remote. Sens. 55(8): 4239-4251 (2017) - [c16]Marc Rußwurm, Marco Körner:
Temporal Vegetation Modelling Using Long Short-Term Memory Networks for Crop Identification from Medium-Resolution Multi-spectral Satellite Images. CVPR Workshops 2017: 1496-1504 - [c15]Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu:
Improve multi-baseline InSAR parameter retrieval by semantic information from optical images. IGARSS 2017: 5478-5481 - 2016
- [c14]Tobias Koch, Marco Körner, Friedrich Fraundorfer:
Automatic Alignment of Indoor and Outdoor Building Models Using 3D Line Segments. CVPR Workshops 2016: 689-697 - [c13]Tobias Koch, Pablo d'Angelo, Franz Kurz, Friedrich Fraundorfer, Peter Reinartz, Marco Körner:
The TUM-DLR Multimodal Earth Observation Evaluation Benchmark. CVPR Workshops 2016: 698-705 - [c12]Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu:
Object-based InSAR deformation reconstruction with application to bridge monitoring. IGARSS 2016: 6871-6874 - 2015
- [b1]Marco Körner:
Methods for Model-based and Model-free Recognition of Articulated Actions in Multi-View Environments. Friedrich Schiller University of Jena, Germany, Verlag Dr. Hut 2015, pp. 1-349 - 2014
- [c11]Herbert Süße, Wolfgang Ortmann, Janin Lautenschläger, Christian Lautenschläger, Marco Körner, Julian Grosskreutz, Joachim Denzler:
Quantitative Analysis of Pathological Mitochondrial Morphology in Neuronal Cells in Confocal Laser Scanning Microscopy Images. IWBBIO 2014: 1290-1301 - [c10]Marco Körner, Mahesh Venkata Krishna, Herbert Süße, Wolfgang Ortmann, Joachim Denzler:
Regularized Geometric Hulls for Nucleus Segmentation from Microscopy Images. MIUA 2014: 117-122 - [c9]Xiaoyan Jiang, Marco Körner, Daniel Haase, Joachim Denzler:
A Graph-based MAP Solution for Multi-person Tracking using Multi-camera Systems. VISAPP (3) 2014: 343-350 - 2013
- [c8]Xiaoyan Jiang, Daniel Haase, Marco Körner, Wolfgang Bothe, Joachim Denzler:
Accurate 3D Multi-marker Tracking in X-ray Cardiac Sequences Using a Two-Stage Graph Modeling Approach. CAIP (2) 2013: 117-125 - [c7]Marco Körner, Joachim Denzler:
Temporal Self-Similarity for Appearance-Based Action Recognition in Multi-View Setups. CAIP (1) 2013: 163-171 - [c6]Mahesh Venkata Krishna, Marco Körner, Joachim Denzler:
Hierarchical Dirichlet Processes for unsupervised online multi-view action perception using Temporal Self-Similarity features. ICDSC 2013: 1-6 - [c5]Marco Körner, Joachim Denzler:
JAR-Aibo: A Multi-view Dataset for Evaluation of Model-Free Action Recognition Systems. ICIAP Workshops 2013: 527-535 - 2012
- [c4]Marco Körner, Joachim Denzler:
Analyzing the Subspaces Obtained by Dimensionality Reduction for Human Action Recognition from 3d Data. AVSS 2012: 130-135 - [c3]Michael Bredereck, Xiaoyan Jiang, Marco Körner, Joachim Denzler:
Data association for multi-object Tracking-by-Detection in multi-camera networks. ICDSC 2012: 1-6 - [c2]Marco Körner, Daniel Haase, Joachim Denzler:
Scale-independent Spatio-temporal Statistical Shape Representations for 3D Human Action Recognition. ICPRAM (1) 2012: 288-294 - 2011
- [c1]Marco Körner, Herbert Süße, Wolfgang Ortmann, Joachim Denzler:
A Method for Fast Composing of Images Captured from Deformed Documents by a Quadocular Scanner Setup. MVA 2011: 291-294
Coauthor Index
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last updated on 2024-10-07 22:20 CEST by the dblp team
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