Michael Schmitt
Orcid: 0000-0002-0575-2362Affiliations:
- Bundeswehr University Munich, Neubiberg, Germany
According to our database1,
Michael Schmitt
authored at least 102 papers
between 2010 and 2024.
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Bibliography
2024
A benchmarking protocol for SAR colorization: From regression to deep learning approaches.
Neural Networks, January, 2024
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
2023
Urban Building Classification (UBC) V2 - A Benchmark for Global Building Detection and Fine-Grained Classification From Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023
CoRR, 2023
Proceedings of the Joint Urban Remote Sensing Event, 2023
The Potential of Sentinel-2 Data for Global Building Footprint Mapping with High Temporal Resolution.
Proceedings of the Joint Urban Remote Sensing Event, 2023
Investigation of the Relationship Between Spaceborne TIR Measurements and Near Surface Air Temperature.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Potential of Single-Image-Derived Height Maps for Change Detection in Capella Constellation Sar Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Temporal Upsampling of NDVI Time Series by RNN-Based Fusion of Sparse Optical and Dense SAR-Derived NDVI Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Improving Deep Learning-Based Height Estimation from Single SAR Images by Injecting Sensor Parameters.
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
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
1d-CNN for Land Cover Classification of Sentinel-3 Altimetry Waveforms Using Additional Features.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Probabilistic MIMO U-Net: Efficient and Accurate Uncertainty Estimation for Pixel-wise Regression.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Transferring Transformer-Based Models for Cross-Area Building Extraction From Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
Multiscale Feature Learning by Transformer for Building Extraction From Satellite Images.
IEEE Geosci. Remote. Sens. Lett., 2022
CoRR, 2022
SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal.
CoRR, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Urban Building Classification (UBC) - A Dataset for Individual Building Detection and Classification from Satellite Imagery.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
Multisensor Data Fusion for Cloud Removal in Global and All-Season Sentinel-2 Imagery.
IEEE Trans. Geosci. Remote. Sens., 2021
Global Land-Cover Mapping With Weak Supervision: Outcome of the 2020 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Wildfire Detection From Multisensor Satellite Imagery Using Deep Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE Geosci. Remote. Sens. Lett., 2021
Deep-Learning-Based Single-Image Height Reconstruction from Very-High-Resolution SAR Intensity Data.
CoRR, 2021
Int. J. Appl. Earth Obs. Geoinformation, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Internal Learning for Sequence-to-Sequence Cloud Removal via Synthetic Aperture Radar Prior Information.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
There is No Data Like More Data - Current Status of Machine Learning Datasets in Remote Sensing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Multilevel Feature Fusion-Based CNN for Local Climate Zone Classification From Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Uncertainty Analysis of Object-Based Land-Cover Classification Using Sentinel-2 Time-Series Data.
Remote. Sens., 2020
Detection of Undocumented Building Constructions from Official Geodata Using a Convolutional Neural Network.
Remote. Sens., 2020
Mapping the Land Cover of Africa at 10 m Resolution from Multi-Source Remote Sensing Data with Google Earth Engine.
Remote. Sens., 2020
Fusing Multiseasonal Sentinel-2 Imagery for Urban Land Cover Classification With Multibranch Residual Convolutional Neural Networks.
IEEE Geosci. Remote. Sens. Lett., 2020
Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification.
CoRR, 2020
Building a Parallel Universe Image Synthesis from Land Cover Maps and Auxiliary Raster Data.
CoRR, 2020
Multi-Sensor Data Fusion for Cloud Removal in Global and All-Season Sentinel-2 Imagery.
CoRR, 2020
Multi-level Feature Fusion-based CNN for Local Climate Zone Classification from Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset.
CoRR, 2020
Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping - Challenges and Opportunities.
CoRR, 2020
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks.
CoRR, 2020
On the Fusion Strategies of Sentinel-1 and Sentinel-2 Data for Local Climate Zone Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Cloud Removal in Unpaired Sentinel-2 Imagery Using Cycle-Consistent GAN and SAR-Optical Data Fusion.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
SAR-to-Optical Image Translation Based on Conditional Generative Adversarial Networks - Optimization, Opportunities and Limits.
Remote. Sens., 2019
Fusion of Multi-Sensor-Derived Heights and OSM-Derived Building Footprints for Urban 3D Reconstruction.
ISPRS Int. J. Geo Inf., 2019
CoRR, 2019
SEN12MS - A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion.
CoRR, 2019
Mapping Human Settlements with Multi-seasonal Sentinel-2 Imagery and Attention-based ResNeXt.
Proceedings of the Joint Urban Remote Sensing Event, 2019
Towards the Reconstruction of Prismatic Building Models by SAR-Optical Stereogrammetry.
Proceedings of the Joint Urban Remote Sensing Event, 2019
Fusing Multi-Seasonal Sentinel-2 Images with Residual Convolutional Neural Networks for Local Climate Zone-Derived Urban Land Cover Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Feature Importance Analysis for Local Climate Zone Classification Using a Residual Convolutional Neural Network with Multi-Source Datasets.
Remote. Sens., 2018
Mining Hard Negative Samples for SAR-Optical Image Matching Using Generative Adversarial Networks.
Remote. Sens., 2018
Identifying Corresponding Patches in SAR and Optical Images With a Pseudo-Siamese CNN.
IEEE Geosci. Remote. Sens. Lett., 2018
Feature Importance Analysis of Sentinel-2 Imagery for Large-Scale Urban Local Climate Zone Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Generative Adversarial Networks for Hard Negative Mining in CNN-Based SAR-Optical Image Matching.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
A Conditional Generative Adversarial Network to Fuse Sar And Multispectral Optical Data For Cloud Removal From Sentinel-2 Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 21st International Conference on Information Fusion, 2018
2017
Simulation-Based Interpretation and Alignment of High-Resolution Optical and SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
A CNN for the identification of corresponding patches in SAR and optical imagery of urban scenes.
Proceedings of the Joint Urban Remote Sensing Event, 2017
Comparative evaluation of signal-based and descriptor-based similarity measures for SAR-optical image matching.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Identifying corresponding patches in SAR and optical imagery with a convolutional neural network.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Fusion of TanDEM-X and Cartosat-1 DEMS using TV-norm regularization and ANN-predicted weights.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
IEEE Geosci. Remote. Sens. Lett., 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
Benefit of Using Multiple Baselines and Multiple Aspects for SAR Interferometry of Urban Areas.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Compressive Sensing Based Layover Separation in Airborne Single-Pass Multi-Baseline InSAR Data.
IEEE Geosci. Remote. Sens. Lett., 2013
2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
First investigations on detection of stationary vehicles in airborne decimeter resolution SAR data by supervised learning.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
A filter for homogeneous areas in very high resolution SAR images based on hysteresis smoothing.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Non-linear correction of polarization orientation for the application of ICA to PolSAR imagery.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Towards Airborne Single Pass Decimeter Resolution SAR Interferometry over Urban Areas.
Proceedings of the Photogrammetric Image Analysis - ISPRS Conference, 2011
Proceedings of the Joint Urban Remote Sensing Event, 2011
Comparative study of change detection for reconstruction monitoring based on very high resolution optical data.
Proceedings of the Joint Urban Remote Sensing Event, 2011
Proceedings of the Joint Urban Remote Sensing Event, 2011
2010
Utilization of airborne multi-aspect InSAR data for the generation of urban ortho-images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010