A Method for Fast Composing of Images Captured from Deformed Documents by a Quadocular Scanner Setup. - Marco Körner 001; Herbert Süße; Wolfgang Ortmann; Joachim Denzler (MVA, 2011)

Analyzing the Subspaces Obtained by Dimensionality Reduction for Human Action Recognition from 3d Data. - Marco Körner 001; Joachim Denzler (AVSS, 2012)

Data association for multi-object Tracking-by-Detection in multi-camera networks. - Michael Bredereck; Xiaoyan Jiang; Marco Körner 001; Joachim Denzler (ICDSC, 2012)

Scale-independent Spatio-temporal Statistical Shape Representations for 3D Human Action Recognition. - Marco Körner 001; Daniel Haase; Joachim Denzler (ICPRAM (1), 2012)

Accurate 3D Multi-marker Tracking in X-ray Cardiac Sequences Using a Two-Stage Graph Modeling Approach. - Xiaoyan Jiang; Daniel Haase; Marco Körner 001; Wolfgang Bothe; Joachim Denzler (CAIP (2), 2013)

Temporal Self-Similarity for Appearance-Based Action Recognition in Multi-View Setups. - Marco Körner 001; Joachim Denzler (CAIP (1), 2013)

Hierarchical Dirichlet Processes for unsupervised online multi-view action perception using Temporal Self-Similarity features. - Mahesh Venkata Krishna; Marco Körner 001; Joachim Denzler (ICDSC, 2013)

JAR-Aibo: A Multi-view Dataset for Evaluation of Model-Free Action Recognition Systems. - Marco Körner 001; Joachim Denzler (ICIAP Workshops, 2013)

Quantitative Analysis of Pathological Mitochondrial Morphology in Neuronal Cells in Confocal Laser Scanning Microscopy Images. - Herbert Süße; Wolfgang Ortmann; Janin Lautenschläger; Christian Lautenschläger; Marco Körner 001; Julian Grosskreutz; Joachim Denzler (IWBBIO, 2014)

Regularized Geometric Hulls for Nucleus Segmentation from Microscopy Images. - Marco Körner 001; Mahesh Venkata Krishna; Herbert Süße; Wolfgang Ortmann; Joachim Denzler (MIUA, 2014)

A Graph-based MAP Solution for Multi-person Tracking using Multi-camera Systems. - Xiaoyan Jiang; Marco Körner 001; Daniel Haase; Joachim Denzler (VISAPP (3), 2014)

Methods for Model-based and Model-free Recognition of Articulated Actions in Multi-View Environments. - Marco Körner 001 (Verlag Dr. Hut, 2015)

Automatic Alignment of Indoor and Outdoor Building Models Using 3D Line Segments. - Tobias Koch 002; Marco Körner 001; Friedrich Fraundorfer (CVPR Workshops, 2016)

The TUM-DLR Multimodal Earth Observation Evaluation Benchmark. - Tobias Koch 002; Pablo d'Angelo; Franz Kurz; Friedrich Fraundorfer; Peter Reinartz; Marco Körner 001 (CVPR Workshops, 2016)

Object-based InSAR deformation reconstruction with application to bridge monitoring. - Jian Kang 005; Yuanyuan Wang 002; Marco Körner 001; Xiao Xiang Zhu 001 (IGARSS, 2016)

Temporal Vegetation Modelling Using Long Short-Term Memory Networks for Crop Identification from Medium-Resolution Multi-spectral Satellite Images. - Marc Rußwurm; Marco Körner 001 (CVPR Workshops, 2017)

Improve multi-baseline InSAR parameter retrieval by semantic information from optical images. - Jian Kang 005; Yuanyuan Wang 002; Marco Körner 001; Xiao Xiang Zhu 001 (IGARSS, 2017)

Robust Object-Based Multipass InSAR Deformation Reconstruction. - Jian Kang 005; Yuanyuan Wang 002; Marco Körner 001; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery. - Seyed Majid Azimi; Eleonora Vig; Reza Bahmanyar; Marco Körner 001; Peter Reinartz (ACCV (3), 2018)

Automatic Large-Scale 3D Building Shape Refinement Using Conditional Generative Adversarial Networks. - Ksenia Bittner; Marco Körner 001 (CVPR Workshops, 2018)

Evaluation of CNN-Based Single-Image Depth Estimation Methods. - Tobias Koch 002; Lukas Liebel; Friedrich Fraundorfer; Marco Körner 001 (ECCV Workshops (3), 2018)

Building Instance Classification Using Street View Images. - Jian Kang 005; Marco Körner 001; Yuanyuan Wang 002; Hannes Taubenböck; Xiao Xiang Zhu 001 (CoRR, 2018)

Auxiliary Tasks in Multi-task Learning. - Lukas Liebel; Marco Körner 001 (CoRR, 2018)

FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing Autoencoder GANs. - Sandra Aigner; Marco Körner 001 (CoRR, 2018)

Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery. - Marc Rußwurm; Marco Körner 001 (CoRR, 2018)

Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders. - Marc Rußwurm; Marco Körner 001 (ISPRS Int. J. Geo Inf., 2018)

DSM-to-LoD2: Spaceborne Stereo Digital Surface Model Refinement. - Ksenia Bittner; Pablo d'Angelo; Marco Körner 001; Peter Reinartz (Remote. Sens., 2018)

Building Footprint Extraction From VHR Remote Sensing Images Combined With Normalized DSMs Using Fused Fully Convolutional Networks. - Ksenia Bittner; Fathalrahman Adam; Shiyong Cui; Marco Körner 001; Peter Reinartz (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Late or Earlier Information Fusion From Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-CGAN. - Ksenia Bittner; Peter Reinartz; Marco Körner 001 (CVPR Workshops, 2019)

DSM Building Shape Refinement from Combined Remote Sensing Images Based on WNET-CGANS. - Ksenia Bittner; Marco Körner 001; Peter Reinartz (IGARSS, 2019)

Enhancing Traffic Scene Predictions with Generative Adversarial Networks. - Peter König; Sandra Aigner; Marco Körner 001 (ITSC, 2019)

MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification. - Lukas Liebel; Marco Körner 001 (ITSC, 2019)

End-to-end Learning for Early Classification of Time Series. - Marc Rußwurm; Sébastien Lefèvre; Nicolas Courty; Rémi Emonet; Marco Körner 001; Romain Tavenard (CoRR, 2019)

BreizhCrops: A Satellite Time Series Dataset for Crop Type Identification. - Marc Rußwurm; Sébastien Lefèvre; Marco Körner 001 (CoRR, 2019)

Early Classification for Agricultural Monitoring from Satellite Time Series. - Marc Rußwurm; Romain Tavenard; Sébastien Lefèvre; Marco Körner 001 (CoRR, 2019)

Self-Attention for Raw Optical Satellite Time Series Classification. - Marc Rußwurm; Marco Körner 001 (CoRR, 2019)

Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks. - Basil Kraft; Martin Jung 002; Marco Körner 001; Christian Requena-Mesa; José Cortés; Markus Reichstein (Frontiers Big Data, 2019)

Multi-Task cGAN for Simultaneous Spaceborne DSM Refinement and Roof-Type Classification. - Ksenia Bittner; Marco Körner 001; Friedrich Fraundorfer; Peter Reinartz (Remote. Sens., 2019)

Automatic and Semantically-Aware 3D UAV Flight Planning for Image-Based 3D Reconstruction. - Tobias Koch 002; Marco Körner 001; Friedrich Fraundorfer (Remote. Sens., 2019)

Aerial LaneNet: Lane-Marking Semantic Segmentation in Aerial Imagery Using Wavelet-Enhanced Cost-Sensitive Symmetric Fully Convolutional Neural Networks. - Seyed Majid Azimi; Peter Fischer 002; Marco Körner 001; Peter Reinartz (IEEE Trans. Geosci. Remote. Sens., 2019)

Meta-Learning for Few-Shot Land Cover Classification. - Marc Rußwurm; Sherrie Wang; Marco Körner 001; David B. Lobell (CVPR Workshops, 2020)

Derivation of Geometrically and Semantically Annotated UAV Datasets at Large Scales from 3D City Models. - Sidi Wu; Lukas Liebel; Marco Körner 001 (ICPR, 2020)

Model and Data Uncertainty for Satellite Time Series Forecasting with Deep Recurrent Models. - Marc Rußwurm; Mohsin Ali; Xiaoxiang Zhu 001; Yarin Gal; Marco Körner 001 (IGARSS, 2020)

A Generalized Multi-Task Learning Approach to Stereo DSM Filtering in Urban Areas. - Lukas Liebel; Ksenia Bittner; Marco Körner 001 (CoRR, 2020)

Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification. - Chunping Qiu; Lukas Liebel; Lloyd H. Hughes; Michael Schmitt 003; Marco Körner 001; Xiao Xiang Zhu 001 (CoRR, 2020)

Comparison of monocular depth estimation methods using geometrically relevant metrics on the IBims-1 dataset. - Tobias Koch 002; Lukas Liebel; Marco Körner 001; Friedrich Fraundorfer (Comput. Vis. Image Underst., 2020)

The Importance of Loss Functions for Increasing the Generalization Abilities of a Deep Learning-Based Next Frame Prediction Model for Traffic Scenes. - Sandra Aigner; Marco Körner 001 (Mach. Learn. Knowl. Extr., 2020)

EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification. - Maja Schneider; Amelie Broszeit; Marco Körner 001 (CoRR, 2021)

Harnessing Administrative Data Inventories to Create a Reliable Transnational Reference Database for Crop Type Monitoring. - Maja Schneider; Marco Körner 001 (IGARSS, 2022)

Prediction of multi-year winter wheat yields at the field level with satellite and climatological data. - Michael Marszalek; Marco Körner 001; Urs Schmidhalter (Comput. Electron. Agric., 2022)

Challenges and Opportunities of Large Transnational Datasets: A Case Study on European Administrative Crop Data. - Maja Schneider; Christian Marchington; Marco Körner 001 (CoRR, 2022)

Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification. - Chunping Qiu; Lukas Liebel; Lloyd Haydn Hughes; Michael Schmitt 003; Marco Körner 001; Xiao Xiang Zhu 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

XAI for Early Crop Classification. - Ayshah Chan; Maja Schneider; Marco Körner 001 (IGARSS, 2023)

Generalization Across Sensor-Modalities for Deforestation Assessment. - Joana Reuss; Michael Engel; Stephanie Tumampos; Marco Körner 001 (IGARSS, 2023)

Fully Automatic Generation of Training Data for Building Detection and Classification from Remote Sensing Imagery. - Yixuan Wang; Hai Huang 006; Coleen Cabalo; Marco Körner 001; Helmut Mayer 001 (IGARSS, 2023)

EuroCrops: All you need to know about the Largest Harmonised Open Crop Dataset Across the European Union. - Maja Schneider; Tobias Schelte; Felix Schmitz; Marco Körner 001 (CoRR, 2023)

Sentinel-2 Tiling Scheme Grid-Overlay for Efficient I/O-Operations Based on Spherical Voronoi Polygons and Local Optimization. - Michael Engel; Marco Körner 001 (IGARSS, 2024)

Data on Demand: Automatic Generation of Customized Datasets for the Training of Building Detection in Remote Sensing Imagery. - Hai Huang 006; Kevin Hild; Yixuan Wang; Marco Körner 001; Helmut Mayer 001 (IGARSS, 2024)

Approaching holistic crop type mapping in Europe through winter vegetation classification and the Hierarchical Crop and Agriculture Taxonomy. - David Gackstetter; Marco Körner 001; Kang Yu (Int. J. Appl. Earth Obs. Geoinformation, 2024)

EuroCropsML: A Time Series Benchmark Dataset For Few-Shot Crop Type Classification. - Joana Reuss; Jan MacDonald; Simon Becker; Lorenz Richter; Marco Körner 001 (CoRR, 2024)

Meta-learning For Few-Shot Time Series Crop Type Classification: A Benchmark On The EuroCropsML Dataset. - Joana Reuss; Jan MacDonald; Simon Becker; Konrad Schultka; Lorenz Richter; Marco Körner 001 (CoRR, 2025)