Marco Körner - RankMe

74 papers B 2C 10Misc 1Journal 41Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DirPA: Addressing Prior Shift in Imbalanced Few-shot Crop-type Classification. CoRR Joana Reuss, Ekaterina Gikalo, Marco Körner
2025	J	`jnl`	Meta-learning For Few-Shot Time Series Crop Type Classification: A Benchmark On The EuroCropsML Dataset. CoRR Joana Reuss, Jan MacDonald, Simon Becker, Konrad Schultka, Lorenz Richter, Marco Körner
2025	J	`jnl`	Mind the Gap: Bridging Prior Shift in Realistic Few-Shot Crop-Type Classification. CoRR Joana Reuss, Ekaterina Gikalo, Marco Körner
2024	J	`jnl`	Approaching holistic crop type mapping in Europe through winter vegetation classification and the Hierarchical Crop and Agriculture Taxonomy. Int. J. Appl. Earth Obs. Geoinformation David Gackstetter, Marco Körner, Kang Yu
2024	C	`conf`	Data on Demand: Automatic Generation of Customized Datasets for the Training of Building Detection in Remote Sensing Imagery. IGARSS Hai Huang, Kevin Hild, Yixuan Wang, Marco Körner, Helmut Mayer
2024	J	`jnl`	EuroCropsML: A Time Series Benchmark Dataset For Few-Shot Crop Type Classification. CoRR Joana Reuss, Jan MacDonald, Simon Becker, Lorenz Richter, Marco Körner
2024	C	`conf`	Sentinel-2 Tiling Scheme Grid-Overlay for Efficient I/O-Operations Based on Spherical Voronoi Polygons and Local Optimization. IGARSS Michael Engel, Marco Körner
2023	J	`jnl`	EuroCrops: All you need to know about the Largest Harmonised Open Crop Dataset Across the European Union. CoRR Maja Schneider, Tobias Schelte, Felix Schmitz, Marco Körner
2023	C	`conf`	Fully Automatic Generation of Training Data for Building Detection and Classification from Remote Sensing Imagery. IGARSS Yixuan Wang, Hai Huang, Coleen Cabalo, Marco Körner, Helmut Mayer
2023	C	`conf`	Generalization Across Sensor-Modalities for Deforestation Assessment. IGARSS Joana Reuss, Michael Engel, Stephanie Tumampos, Marco Körner
2023	J	`jnl`	Harnessing Administrative Data Inventories to Create a Reliable Transnational Reference Database for Crop Type Monitoring. CoRR Maja Schneider, Marco Körner
2023	C	`conf`	XAI for Early Crop Classification. IGARSS Ayshah Chan, Maja Schneider, Marco Körner
2023	J	`jnl`	XAI for Early Crop Classification. CoRR Ayshah Chan, Maja Schneider, Marco Körner
2022	J	`jnl`	Challenges and Opportunities of Large Transnational Datasets: A Case Study on European Administrative Crop Data. CoRR Maja Schneider, Christian Marchington, Marco Körner
2022	C	`conf`	Harnessing Administrative Data Inventories to Create a Reliable Transnational Reference Database for Crop Type Monitoring. IGARSS Maja Schneider, Marco Körner
2022	J	`jnl`	Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification. IEEE Geosci. Remote. Sens. Lett. Chunping Qiu, Lukas Liebel, Lloyd Haydn Hughes, Michael Schmitt, Marco Körner, Xiao Xiang Zhu
2022	J	`jnl`	Prediction of multi-year winter wheat yields at the field level with satellite and climatological data. Comput. Electron. Agric. Michael Marszalek, Marco Körner, Urs Schmidhalter
2021	J	`jnl`	EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification. CoRR Maja Schneider, Amelie Broszeit, Marco Körner
2020	J	`jnl`	A Generalized Multi-Task Learning Approach to Stereo DSM Filtering in Urban Areas. CoRR Lukas Liebel, Ksenia Bittner, Marco Körner
2020	J	`jnl`	Comparison of monocular depth estimation methods using geometrically relevant metrics on the IBims-1 dataset. Comput. Vis. Image Underst. Tobias Koch, Lukas Liebel, Marco Körner, Friedrich Fraundorfer
2020	B	`conf`	Derivation of Geometrically and Semantically Annotated UAV Datasets at Large Scales from 3D City Models. ICPR Sidi Wu, Lukas Liebel, Marco Körner
2020	—	`conf`	Meta-Learning for Few-Shot Land Cover Classification. CVPR Workshops Marc Rußwurm, Sherrie Wang, Marco Körner, David B. Lobell
2020	J	`jnl`	Meta-Learning for Few-Shot Land Cover Classification. CoRR Marc Rußwurm, Sherrie Wang, Marco Körner, David B. Lobell
2020	C	`conf`	Model and Data Uncertainty for Satellite Time Series Forecasting with Deep Recurrent Models. IGARSS Marc Rußwurm, Mohsin Ali, Xiaoxiang Zhu, Yarin Gal, Marco Körner
2020	J	`jnl`	Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification. CoRR Chunping Qiu, Lukas Liebel, Lloyd H. Hughes, Michael Schmitt, Marco Körner, Xiao Xiang Zhu
2020	J	`jnl`	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. Sandra Aigner, Marco Körner
2019	J	`jnl`	Aerial LaneNet: Lane-Marking Semantic Segmentation in Aerial Imagery Using Wavelet-Enhanced Cost-Sensitive Symmetric Fully Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. Seyed Majid Azimi, Peter Fischer, Marco Körner, Peter Reinartz
2019	J	`jnl`	Automatic and Semantically-Aware 3D UAV Flight Planning for Image-Based 3D Reconstruction. Remote. Sens. Tobias Koch, Marco Körner, Friedrich Fraundorfer
2019	J	`jnl`	BreizhCrops: A Satellite Time Series Dataset for Crop Type Identification. CoRR Marc Rußwurm, Sébastien Lefèvre, Marco Körner
2019	C	`conf`	DSM Building Shape Refinement from Combined Remote Sensing Images Based on WNET-CGANS. IGARSS Ksenia Bittner, Marco Körner, Peter Reinartz
2019	J	`jnl`	DSM Building Shape Refinement from Combined Remote Sensing Images based on Wnet-cGANs. CoRR Ksenia Bittner, Marco Körner, Peter Reinartz
2019	J	`jnl`	Early Classification for Agricultural Monitoring from Satellite Time Series. CoRR Marc Rußwurm, Romain Tavenard, Sébastien Lefèvre, Marco Körner
2019	J	`jnl`	End-to-end Learning for Early Classification of Time Series. CoRR Marc Rußwurm, Sébastien Lefèvre, Nicolas Courty, Rémi Emonet, Marco Körner, Romain Tavenard
2019	—	`conf`	Enhancing Traffic Scene Predictions with Generative Adversarial Networks. ITSC Peter König, Sandra Aigner, Marco Körner
2019	J	`jnl`	Enhancing Traffic Scene Predictions with Generative Adversarial Networks. CoRR Peter König, Sandra Aigner, Marco Körner
2019	J	`jnl`	Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks. Frontiers Big Data Basil Kraft, Martin Jung, Marco Körner, Christian Requena-Mesa, José Cortés, Markus Reichstein
2019	—	`conf`	Late or Earlier Information Fusion From Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-CGAN. CVPR Workshops Ksenia Bittner, Peter Reinartz, Marco Körner
2019	J	`jnl`	Late or Earlier Information Fusion from Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-cGAN. CoRR Ksenia Bittner, Marco Körner, Peter Reinartz
2019	J	`jnl`	Multi-Task cGAN for Simultaneous Spaceborne DSM Refinement and Roof-Type Classification. Remote. Sens. Ksenia Bittner, Marco Körner, Friedrich Fraundorfer, Peter Reinartz
2019	—	`conf`	MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification. ITSC Lukas Liebel, Marco Körner
2019	J	`jnl`	MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification. CoRR Lukas Liebel, Marco Körner
2019	J	`jnl`	Self-Attention for Raw Optical Satellite Time Series Classification. CoRR Marc Rußwurm, Marco Körner
2018	J	`jnl`	Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks. CoRR Seyed Majid Azimi, Peter Fischer, Marco Körner, Peter Reinartz
2018	—	`conf`	Automatic Large-Scale 3D Building Shape Refinement Using Conditional Generative Adversarial Networks. CVPR Workshops Ksenia Bittner, Marco Körner
2018	J	`jnl`	Auxiliary Tasks in Multi-task Learning. CoRR Lukas Liebel, Marco Körner
2018	J	`jnl`	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. Ksenia Bittner, Fathalrahman Adam, Shiyong Cui, Marco Körner, Peter Reinartz
2018	J	`jnl`	Building Instance Classification Using Street View Images. CoRR Jian Kang, Marco Körner, Yuanyuan Wang, Hannes Taubenböck, Xiao Xiang Zhu
2018	J	`jnl`	Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery. CoRR Marc Rußwurm, Marco Körner
2018	J	`jnl`	DSM-to-LoD2: Spaceborne Stereo Digital Surface Model Refinement. Remote. Sens. Ksenia Bittner, Pablo d'Angelo, Marco Körner, Peter Reinartz
2018	—	`conf`	Evaluation of CNN-Based Single-Image Depth Estimation Methods. ECCV Workshops (3) Tobias Koch, Lukas Liebel, Friedrich Fraundorfer, Marco Körner
2018	J	`jnl`	Evaluation of CNN-based Single-Image Depth Estimation Methods. CoRR Tobias Koch, Lukas Liebel, Friedrich Fraundorfer, Marco Körner
2018	J	`jnl`	FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing Autoencoder GANs. CoRR Sandra Aigner, Marco Körner
2018	J	`jnl`	Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders. CoRR Marc Rußwurm, Marco Körner
2018	J	`jnl`	Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders. ISPRS Int. J. Geo Inf. Marc Rußwurm, Marco Körner
2018	—	`conf`	Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery. ACCV (3) Seyed Majid Azimi, Eleonora Vig, Reza Bahmanyar, Marco Körner, Peter Reinartz
2018	J	`jnl`	Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery. CoRR Seyed Majid Azimi, Eleonora Vig, Reza Bahmanyar, Marco Körner, Peter Reinartz
2017	C	`conf`	Improve multi-baseline InSAR parameter retrieval by semantic information from optical images. IGARSS Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu
2017	J	`jnl`	Robust Object-Based Multipass InSAR Deformation Reconstruction. IEEE Trans. Geosci. Remote. Sens. Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu
2017	—	`conf`	Temporal Vegetation Modelling Using Long Short-Term Memory Networks for Crop Identification from Medium-Resolution Multi-spectral Satellite Images. CVPR Workshops Marc Rußwurm, Marco Körner
2016	—	`conf`	Automatic Alignment of Indoor and Outdoor Building Models Using 3D Line Segments. CVPR Workshops Tobias Koch, Marco Körner, Friedrich Fraundorfer
2016	C	`conf`	Object-based InSAR deformation reconstruction with application to bridge monitoring. IGARSS Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu
2016	—	`conf`	The TUM-DLR Multimodal Earth Observation Evaluation Benchmark. CVPR Workshops Tobias Koch, Pablo d'Angelo, Franz Kurz, Friedrich Fraundorfer, Peter Reinartz, Marco Körner
2015	—	`—`	Methods for Model-based and Model-free Recognition of Articulated Actions in Multi-View Environments. Marco Körner
2014	—	`conf`	A Graph-based MAP Solution for Multi-person Tracking using Multi-camera Systems. VISAPP (3) Xiaoyan Jiang, Marco Körner, Daniel Haase, Joachim Denzler
2014	—	`conf`	Quantitative Analysis of Pathological Mitochondrial Morphology in Neuronal Cells in Confocal Laser Scanning Microscopy Images. IWBBIO Herbert Süße, Wolfgang Ortmann, Janin Lautenschläger, Christian Lautenschläger, Marco Körner, Julian Grosskreutz, Joachim Denzler
2014	—	`conf`	Regularized Geometric Hulls for Nucleus Segmentation from Microscopy Images. MIUA Marco Körner, Mahesh Venkata Krishna, Herbert Süße, Wolfgang Ortmann, Joachim Denzler
2013	—	`conf`	Accurate 3D Multi-marker Tracking in X-ray Cardiac Sequences Using a Two-Stage Graph Modeling Approach. CAIP (2) Xiaoyan Jiang, Daniel Haase, Marco Körner, Wolfgang Bothe, Joachim Denzler
2013	—	`conf`	Hierarchical Dirichlet Processes for unsupervised online multi-view action perception using Temporal Self-Similarity features. ICDSC Mahesh Venkata Krishna, Marco Körner, Joachim Denzler
2013	—	`conf`	JAR-Aibo: A Multi-view Dataset for Evaluation of Model-Free Action Recognition Systems. ICIAP Workshops Marco Körner, Joachim Denzler
2013	—	`conf`	Temporal Self-Similarity for Appearance-Based Action Recognition in Multi-View Setups. CAIP (1) Marco Körner, Joachim Denzler
2012	B	`conf`	Analyzing the Subspaces Obtained by Dimensionality Reduction for Human Action Recognition from 3d Data. AVSS Marco Körner, Joachim Denzler
2012	—	`conf`	Data association for multi-object Tracking-by-Detection in multi-camera networks. ICDSC Michael Bredereck, Xiaoyan Jiang, Marco Körner, Joachim Denzler
2012	—	`conf`	Scale-independent Spatio-temporal Statistical Shape Representations for 3D Human Action Recognition. ICPRAM (1) Marco Körner, Daniel Haase, Joachim Denzler
2011	Misc	`conf`	A Method for Fast Composing of Images Captured from Deformed Documents by a Quadocular Scanner Setup. MVA Marco Körner, Herbert Süße, Wolfgang Ortmann, Joachim Denzler