| 2025 | CVPR | Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation. | Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Michael Schmitt, Rahul Dodhia, Juan M. Lavista Ferres |
| 2025 | CVPR | SARFormer - An Acquisition Parameter Aware Vision Transformer for Synthetic Aperture Radar Data. | Jonathan Prexl, Michael Recla, Michael Schmitt |
| 2024 | IGARSS | Sensor Parameter Encoding for Multi-Sensor Self-Supervised Learning via Masked Autoencoders. | Jonathan Prexl, Michael Schmitt |
| 2024 | IGARSS | Deep Learning-Based Building Footprint Mapping Using High-Resolution SAR Data. | Michael Recla, Michael Schmitt |
| 2024 | IGARSS | Building Damage Assessment Over Ukraine Using SAR Time Series. | Francescopaolo Sica, Tim Lffler, Michael Schmitt |
| 2024 | IGARSS | Enhancing Building Shape Details Through Deep Learning in Single-Image SAR-Based DSM. | Ksenia Bittner, Michael Recla, Stefan Auer, Michael Schmitt |
| 2024 | IGARSS | Temporal Land Cover Dynamics: A Time Series Analysis of Sentinel-3 SAR-Altimetry Backscatter in Ku and C-Band. | Maximilian Eitel, Florian Rdele, Michael Schmitt |
| 2024 | IGARSS | Multi-Scale Context Fusion for Pixel-Level Naturalness Mapping Using Sentinel-2 Imagery. | Burak Ekim, Michael Schmitt |
| 2024 | IGARSS | Geolocation-Aware Land Cover Classification from Sentinel-2 Images. | Mojgan Madadikhaljan, Michael Schmitt |
| 2024 | IGARSS | Mapping High-Resolution Building Development Over Delhi Ncr Using Sentinel-2. | Deepika Mann, Jonathan Prexl, Sudipan Saha, Michael Schmitt |
| 2023 | CVPR | UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series. | Patrick Ebel, Vivien Sainte Fare Garnot, Michael Schmitt, Jan Dirk Wegner, Xiao Xiang Zhu |
| 2023 | CVPR | Multi-Modal Multi-Objective Contrastive Learning for Sentinel-1/2 Imagery. | Jonathan Prexl, Michael Schmitt |
| 2023 | IGARSS | The Effect of Contrastive Pretraining on Downstream Tasks in Optical Remote Sensing. | Jonathan Prexl, Michael Schmitt |
| 2023 | IGARSS | High Precision Mapping Of Building Changes Using Sentinel-2. | Jonathan Prexl, Sudipan Saha, Michael Schmitt |
| 2023 | IGARSS | Improving Deep Learning-Based Height Estimation from Single SAR Images by Injecting Sensor Parameters. | Michael Recla, Michael Schmitt |
| 2023 | IGARSS | Temporal Upsampling of NDVI Time Series by RNN-Based Fusion of Sparse Optical and Dense SAR-Derived NDVI Data. | Thomas Roberg, Michael Schmitt |
| 2023 | IGARSS | Potential of Single-Image-Derived Height Maps for Change Detection in Capella Constellation Sar Data. | Michael Schmitt, Michael Recla, Stefan Auer |
| 2023 | IGARSS | Self-Supervised Learning for InSAR Phase and Coherence Estimation. | Francescopaolo Sica, Pavan Muguda Sanjeevamurthy, Michael Schmitt |
| 2023 | IGARSS | Investigation of the Relationship Between Spaceborne TIR Measurements and Near Surface Air Temperature. | Sanjay Swami, Roger Frstner, Michael Schmitt |
| 2023 | IGARSS | 1d-CNN for Land Cover Classification of Sentinel-3 Altimetry Waveforms Using Additional Features. | Maximilian Eitel, Michael Schmitt |
| 2023 | IGARSS | Explaining Multimodal Data Fusion: Occlusion Analysis for Wilderness Mapping. | Burak Ekim, Michael Schmitt |
| 2023 | IGARSS | Georeferencing Thermal Satellite Images Based on Land Cover Information Extraction. | Mojgan Madadikhaljan, Michael Schmitt |
| 2022 | CVPR | Urban Building Classification (UBC) - A Dataset for Individual Building Detection and Classification from Satellite Imagery. | Xingliang Huang, Libo Ren, Chenglong Liu, Yixuan Wang, Hongfeng Yu, Michael Schmitt, Ronny Hnsch, Xian Sun, Hai Huang, Helmut Mayer |
| 2022 | IGARSS | On the Transferability of Single Image Height Estimation for SAR Intensity Imagery. | Michael Recla, Michael Schmitt |
| 2022 | IGARSS | Estimating NDVI from Sentinel-1 Sar Data Using Deep Learning. | Thomas Roberg, Michael Schmitt |
| 2022 | IGARSS | Deep Learning-Based SAR Interferogram Synthesis from Raster and Land Cover Data. | Philipp Sibler, Francescopaolo Sica, Michael Schmitt |
| 2022 | IGARSS | Multi-Sensor Time Series Cloud Removal Fusing Optical and SAR Satellite Information. | Patrick Ebel, Yajin Xu, Michael Schmitt, Xiao Xiang Zhu |
| 2022 | IGARSS | EOD: The IEEE GRSS Earth Observation Database. | Michael Schmitt, Pedram Ghamisi, Naoto Yokoya, Ronny Hnsch |
| 2022 | IGARSS | Mapinwild: A Dataset for Global Wilderness Mapping. | Burak Ekim, Michael Schmitt |
| 2021 | IGARSS | There is No Data Like More Data - Current Status of Machine Learning Datasets in Remote Sensing. | Michael Schmitt, Seyed Ali Ahmadi, Ronny Hnsch |
| 2021 | IGARSS | Internal Learning for Sequence-to-Sequence Cloud Removal via Synthetic Aperture Radar Prior Information. | Patrick Ebel, Michael Schmitt, Xiao Xiang Zhu |
| 2021 | IGARSS | Comparative Evaluation of Deep Learning-Based Sar-Optical Image Matching Approaches. | Lloyd Haydn Hughes, Michael Schmitt |
| 2020 | HCI | Measurement Based AR for Geometric Validation Within Automotive Engineering and Construction Processes. | Muhammad Ali Shahid, Benjamin-Paul Jesche, Manuel Olbrich, Holger Graf, Andreas Franek, Arjan Kuijper, Ulrich Bockholt, Michael Schmitt |
| 2020 | IGARSS | Cloud Removal in Unpaired Sentinel-2 Imagery Using Cycle-Consistent GAN and SAR-Optical Data Fusion. | Patrick Ebel, Michael Schmitt, Xiao Xiang Zhu |
| 2020 | IGARSS | On the Fusion Strategies of Sentinel-1 and Sentinel-2 Data for Local Climate Zone Classification. | Jakob Gawlikowski, Michael Schmitt, Anna M. Kruspe, Xiaoxiang Zhu |
| 2019 | IGARSS | Fusing Multi-Seasonal Sentinel-2 Images with Residual Convolutional Neural Networks for Local Climate Zone-Derived Urban Land Cover Classification. | Chunping Qiu, Michael Schmitt, Xiao Xiang Zhu |
| 2019 | ICPRAM | Semantic Segmentation of Non-linear Multimodal Images for Disease Grading of Inflammatory Bowel Disease: A SegNet-based Application. | Pranita Pradhan, Tobias Meyer, Michael Vieth, Andreas Stallmach, Maximilian Waldner, Michael Schmitt, Jrgen Popp, Thomas Bocklitz |
| 2019 | IGARSS | Deep Learning for SAR-Optical Image Matching. | Lloyd Haydn Hughes, Nina Merkle, Tatjana Brgmann, Stefan Auer, Michael Schmitt |
| 2018 | FUSION | Object-Related Alignment of Heterogeneous Image Data in Remote Sensing. | Stefan Auer, Peter Reinartz, Michael Schmitt |
| 2018 | IGARSS | Feature Importance Analysis of Sentinel-2 Imagery for Large-Scale Urban Local Climate Zone Classification. | Chunping Qiu, Michael Schmitt, Pedram Ghamisi, Lichao Mou, Xiao Xiang Zhu |
| 2018 | IGARSS | Urban TanDEM-X Raw DEM Fusion Based ON TV-L1 and Huber Models. | Hossein Bagheri, Michael Schmitt, Xiao Xiang Zhu |
| 2018 | IGARSS | A Conditional Generative Adversarial Network to Fuse Sar And Multispectral Optical Data For Cloud Removal From Sentinel-2 Images. | Claas Grohnfeldt, Michael Schmitt, Xiaoxiang Zhu |
| 2018 | IGARSS | Generative Adversarial Networks for Hard Negative Mining in CNN-Based SAR-Optical Image Matching. | Lloyd H. Hughes, Michael Schmitt, Xiao Xiang Zhu |
| 2017 | IGARSS | Identifying corresponding patches in SAR and optical imagery with a convolutional neural network. | Lichao Mou, Michael Schmitt, Yuanyuan Wang, Xiao Xiang Zhu |
| 2017 | IGARSS | Comparative evaluation of signal-based and descriptor-based similarity measures for SAR-optical image matching. | Chunping Qiu, Michael Schmitt, Xiao Xiang Zhu |
| 2017 | IGARSS | Fusion of SAR and optical remote sensing data - Challenges and recent trends. | Michael Schmitt, Florence Tupin, Xiao Xiang Zhu |
| 2017 | IGARSS | Automatic alignment of high resolution optical and SAR images for urban areas. | Stefan Auer, Michael Schmitt, Peter Reinartz |
| 2017 | IGARSS | Fusion of TanDEM-X and Cartosat-1 DEMS using TV-norm regularization and ANN-predicted weights. | Hossein Bagheri, Michael Schmitt, Xiao Xiang Zhu |
| 2016 | IGARSS | Forest remote sensing on the individual tree level by airborne millimeterwave SAR. | Michael Schmitt, Muhammad Shahzad, Xiaoxiang Zhu |
| 2015 | IGARSS | Automatic coastline detection in non-locally filtered tandem-X data. | Michael Schmitt, Lingyun Wei, Xiaoxiang Zhu |
| 2015 | MMSys | Content first: a concept for industrial augmented reality maintenance applications using mobile devices. | Timo Engelke, Jens Keil, Pavel Rojtberg, Folker Wientapper, Michael Schmitt, Ulrich Bockholt |
| 2014 | IGARSS | Generating point clouds of forested areas from airborne millimeter wave InSAR data. | Michael Schmitt, Uwe Stilla |
| 2013 | HCI | Controlling and Filtering Information Density with Spatial Interaction Techniques via Handheld Augmented Reality. | Jens Keil, Michael Zllner, Timo Engelke, Folker Wientapper, Michael Schmitt |
| 2012 | IGARSS | Adaptive multilooking of airborne Ka-band multi-baseline InSAR data of urban areas. | Michael Schmitt, Uwe Stilla |
| 2012 | IGARSS | Non-linear correction of polarization orientation for the application of ICA to PolSAR imagery. | Takuma Anahara, Michael Schmitt, Junichi Susaki |
| 2012 | IGARSS | A filter for homogeneous areas in very high resolution SAR images based on hysteresis smoothing. | Takuma Anahara, Michael Schmitt, Masayuki Tamura |
| 2012 | IGARSS | First investigations on detection of stationary vehicles in airborne decimeter resolution SAR data by supervised learning. | Oliver Maksymiuk, Michael Schmitt, Andreas R. Brenner, Uwe Stilla |
| 2010 | IGARSS | Utilization of airborne multi-aspect InSAR data for the generation of urban ortho-images. | Michael Schmitt, Uwe Stilla |
| 2006 | CaiSE | Towards a Common Ontology for Business Models. | Birger Andersson, Maria Bergholtz, Ananda Edirisuriya, Tharaka Ilayperuma, Paul Johannesson, Bertrand Grgoire, Michael Schmitt, Eric Dubois, Sven Abels, Axel Hahn, Jaap Gordijn, Hans Weigand, Benkt Wangler |
| 2006 | CaiSE | From Business to Process Models - a Chaining Methodology. | Birger Andersson, Maria Bergholtz, Bertrand Grgoire, Paul Johannesson, Michael Schmitt, Jelena Zdravkovic |
| 2006 | CaiSE | Enhancing trust and buy-in from business: a platform for business -driven development of B2B transactions. | Michael Schmitt, Bertrand Grgoire, Stefan Leidner |
| 2006 | ER | Towards a Reference Ontology for Business Models. | Birger Andersson, Maria Bergholtz, Ananda Edirisuriya, Tharaka Ilayperuma, Paul Johannesson, Jaap Gordijn, Bertrand Grgoire, Michael Schmitt, Eric Dubois, Sven Abels, Axel Hahn, Benkt Wangler, Hans Weigand |
| 2005 | BPM | Supporting Business Experts in the Design of B2B Transactions Through Interactive Process Simulation. | Michael Schmitt, Christophe Incoul, Eric Dubois |
| 2005 | CaiSE | Efficient: A Toolset for Building Trusted B2B Transactions. | Amel Mammar, Sophie Ramel, Bertrand Grgoire, Michael Schmitt, Nicolas Guelfi |
| 2004 | COLT | Bayesian Networks and Inner Product Spaces. | Atsuyoshi Nakamura, Michael Schmitt, Niels Schmitt, Hans Ulrich Simon |
| 2004 | COLT | An Improved VC Dimension Bound for Sparse Polynomials. | Michael Schmitt |
| 2004 | SIGCSE | Tele-lab IT security: an architecture for interactive lessons for security education. | Ji Hu, Christoph Meinel, Michael Schmitt |
| 2002 | ALT | RBF Neural Networks and Descartes' Rule of Signs. | Michael Schmitt |
| 2001 | COLT | Radial Basis Function Neural Networks Have Superlinear VC Dimension. | Michael Schmitt |
| 2001 | ICANN | Complexity of Learning for Networks of Spiking Neurons with Nonlinear Synaptic Interactions. | Michael Schmitt |
| 2001 | ICANN | Product Unit Neural Networks with Constant Depth and Superlinear VC Dimension. | Michael Schmitt |
| 2000 | IJCNN | VC Dimension Bounds for Product Unit Networks. | Michael Schmitt |
| 1999 | ESANN | VC dimension bounds for networks of spiking neurons. | Michael Schmitt |
| 1999 | ICRA | Vision-Based Self-Localization of a Mobile Robot Using a Virtual Environment. | Michael Schmitt, Martin Rous, Alexandros Matsikis, Karl-Friedrich Kraiss |
| 1998 | ALT | On the Sample Complexity for Neural Trees. | Michael Schmitt |
| 1998 | EGVE | Creating VR-based setups for the study of human motor behaviour. | Torsten W. Kuhlen, Roland Steffan, Michael Schmitt, C. Dohle |
| 1998 | GI | Remore Virtual Reality - Ein Kommunikationssystem zur interaktiven Nutzung von Grafikanwendungen ber ATM-Netze. | Michael Schmitt, Thomas Krger, Torsten W. Kuhlen, Karl-Friedrich Kraiss |
| 1997 | COLT | On the Complexity of Learning for a Spiking Neuron (Extended Abstract). | Wolfgang Maass, Michael Schmitt |
| 1997 | ICANN | Unsupervised Learning in Networks of Spiking Neurons Using Temporal Coding. | Berthold Ruf, Michael Schmitt |
| 1997 | IWANN | Hebbian Learning in Networks of Spiking Neurons Using Temporal Coding. | Berthold Ruf, Michael Schmitt |