Michael Schmitt

131 papers C 49Journal 66Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A global analysis of SAR altimetry signals over different landcover types. Int. J. Appl. Earth Obs. Geoinformation Maximilian Eitel, Michael Schmitt
2025	—	`conf`	Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation. CVPR Workshops Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Michael Schmitt, Rahul Dodhia, Juan M. Lavista Ferres
2025	J	`jnl`	HyBiomass: Global Hyperspectral Imagery Benchmark Dataset for Evaluating Geospatial Foundation Models in Forest Aboveground Biomass Estimation. CoRR Aaron Banze, Timothée Stassin, Nassim Ait Ali Braham, Ridvan Salih Kuzu, Simon Besnard, Michael Schmitt
2025	J	`jnl`	HyBiomass: Global Hyperspectral Imagery Benchmark Dataset for Evaluating Geospatial Foundation Models in Forest Aboveground Biomass Estimation. IEEE Geosci. Remote. Sens. Lett. Aaron Banze, Timothée Stassin, Nassim Ait Ali Braham, Ridvan Salih Kuzu, Simon Besnard, Michael Schmitt
2025	J	`jnl`	IcGAN4ColSAR: A Novel Multispectral Conditional Generative Adversarial Network Approach for SAR Image Colorization. IEEE Geosci. Remote. Sens. Lett. Kangqing Shen, Gemine Vivone, Simone Lolli, Michael Schmitt, Xiaoyuan Yang, Jocelyn Chanussot
2025	J	`jnl`	MIMRS: A Survey on Masked Image Modeling in Remote Sensing. CoRR Shabnam Choudhury, Akhil Vasim, Michael Schmitt, Biplab Banerjee
2025	—	`conf`	SARFormer - An Acquisition Parameter Aware Vision Transformer for Synthetic Aperture Radar Data. CVPR Workshops Jonathan Prexl, Michael Recla, Michael Schmitt
2025	J	`jnl`	SARFormer - An Acquisition Parameter Aware Vision Transformer for Synthetic Aperture Radar Data. CoRR Jonathan Prexl, Michael Recla, Michael Schmitt
2024	J	`jnl`	A benchmarking protocol for SAR colorization: From regression to deep learning approaches. Neural Networks Kangqing Shen, Gemine Vivone, Xiaoyuan Yang, Simone Lolli, Michael Schmitt
2024	C	`conf`	Building Damage Assessment Over Ukraine Using SAR Time Series. IGARSS Francescopaolo Sica, Tim Löffler, Michael Schmitt
2024	C	`conf`	Deep Learning-Based Building Footprint Mapping Using High-Resolution SAR Data. IGARSS Michael Recla, Michael Schmitt
2024	J	`jnl`	Deep Occlusion Framework for Multimodal Earth Observation Data. IEEE Geosci. Remote. Sens. Lett. Burak Ekim, Michael Schmitt
2024	J	`jnl`	Dense NDVI Time Series by Fusion of Optical and SAR-Derived Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Thomas Roßberg, Michael Schmitt
2024	J	`jnl`	Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation. CoRR Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Michael Schmitt, Rahul Dodhia, Juan M. Lavista Ferres
2024	C	`conf`	Enhancing Building Shape Details Through Deep Learning in Single-Image SAR-Based DSM. IGARSS Ksenia Bittner, Michael Recla, Stefan Auer, Michael Schmitt
2024	C	`conf`	Geolocation-Aware Land Cover Classification from Sentinel-2 Images. IGARSS Mojgan Madadikhaljan, Michael Schmitt
2024	J	`jnl`	Large-Scale Fine-Grained Building Classification and Height Estimation for Semantic Urban Reconstruction: Outcome of the 2023 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Guozhang Liu, Baochai Peng, Ting Liu, Pan Zhang, Mengke Yuan, Chaoran Lu, Ningning Cao, Sen Zhang, Simin Huang, Tao Wang, Xiaoqiang Lu, Licheng Jiao, Qiong Liu, Lingling Li, Fang Liu, Xu Liu, Yuting Yang, Kaiqiang Chen, Zhiyuan Yan, Deke Tang, Hai Huang, Michael Schmitt, Xian Sun, Gemine Vivone, Claudio Persello, Ronny Hänsch
2024	C	`conf`	Mapping High-Resolution Building Development Over Delhi Ncr Using Sentinel-2. IGARSS Deepika Mann, Jonathan Prexl, Sudipan Saha, Michael Schmitt
2024	J	`jnl`	Mapping Land Naturalness from Sentinel-2 using Deep Contextual and Geographical Priors. CoRR Burak Ekim, Michael Schmitt
2024	C	`conf`	Multi-Scale Context Fusion for Pixel-Level Naturalness Mapping Using Sentinel-2 Imagery. IGARSS Burak Ekim, Michael Schmitt
2024	J	`jnl`	SenPa-MAE: Sensor Parameter Aware Masked Autoencoder for Multi-Satellite Self-Supervised Pretraining. CoRR Jonathan Prexl, Michael Schmitt
2024	—	`conf`	SenPa-MAE: Sensor Parameter Aware Masked Autoencoder for Multi-satellite Self-supervised Pretraining. GCPR (2) Jonathan Prexl, Michael Schmitt
2024	C	`conf`	Sensor Parameter Encoding for Multi-Sensor Self-Supervised Learning via Masked Autoencoders. IGARSS Jonathan Prexl, Michael Schmitt
2024	C	`conf`	Temporal Land Cover Dynamics: A Time Series Analysis of Sentinel-3 SAR-Altimetry Backscatter in Ku and C-Band. IGARSS Maximilian Eitel, Florian Rüdele, Michael Schmitt
2024	J	`jnl`	The EEFIT Remote Sensing Reconnaissance Mission for the February 2023 Turkey Earthquakes. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Brandon Voelker, Pietro Milillo, Amin Tavakkoliestahbanati, Valentina Macchiarulo, Giorgia Giardina, Michael Recla, Michael Schmitt, Marzia Cescon, Yasemin D. Aktas, Emily So
2023	C	`conf`	1d-CNN for Land Cover Classification of Sentinel-3 Altimetry Waveforms Using Additional Features. IGARSS Maximilian Eitel, Michael Schmitt
2023	J	`jnl`	A Benchmarking Protocol for SAR Colorization: From Regression to Deep Learning Approaches. CoRR Kangqing Shen, Gemine Vivone, Xiaoyuan Yang, Simone Lolli, Michael Schmitt
2023	C	`conf`	Explaining Multimodal Data Fusion: Occlusion Analysis for Wilderness Mapping. IGARSS Burak Ekim, Michael Schmitt
2023	J	`jnl`	Explaining Multimodal Data Fusion: Occlusion Analysis for Wilderness Mapping. CoRR Burak Ekim, Michael Schmitt
2023	—	`conf`	From Relative to Absolute Heights in SAR-based Single-Image Height Prediction. JURSE Michael Recla, Michael Schmitt
2023	C	`conf`	Georeferencing Thermal Satellite Images Based on Land Cover Information Extraction. IGARSS Mojgan Madadikhaljan, Michael Schmitt
2023	C	`conf`	High Precision Mapping Of Building Changes Using Sentinel-2. IGARSS Jonathan Prexl, Sudipan Saha, Michael Schmitt
2023	C	`conf`	Improving Deep Learning-Based Height Estimation from Single SAR Images by Injecting Sensor Parameters. IGARSS Michael Recla, Michael Schmitt
2023	C	`conf`	Investigation of the Relationship Between Spaceborne TIR Measurements and Near Surface Air Temperature. IGARSS Sanjay Swami, Roger Förstner, Michael Schmitt
2023	—	`conf`	Multi-Modal Multi-Objective Contrastive Learning for Sentinel-1/2 Imagery. CVPR Workshops Jonathan Prexl, Michael Schmitt
2023	C	`conf`	Potential of Single-Image-Derived Height Maps for Change Detection in Capella Constellation Sar Data. IGARSS Michael Schmitt, Michael Recla, Stefan Auer
2023	—	`conf`	Probabilistic MIMO U-Net: Efficient and Accurate Uncertainty Estimation for Pixel-wise Regression. ICCV (Workshops) Anton Baumann, Thomas Roßberg, Michael Schmitt
2023	J	`jnl`	Probabilistic MIMO U-Net: Efficient and Accurate Uncertainty Estimation for Pixel-wise Regression. CoRR Anton Baumann, Thomas Roßberg, Michael Schmitt
2023	C	`conf`	Self-Supervised Learning for InSAR Phase and Coherence Estimation. IGARSS Francescopaolo Sica, Pavan Muguda Sanjeevamurthy, Michael Schmitt
2023	C	`conf`	Temporal Upsampling of NDVI Time Series by RNN-Based Fusion of Sparse Optical and Dense SAR-Derived NDVI Data. IGARSS Thomas Roßberg, Michael Schmitt
2023	C	`conf`	The Effect of Contrastive Pretraining on Downstream Tasks in Optical Remote Sensing. IGARSS Jonathan Prexl, Michael Schmitt
2023	—	`conf`	The Potential of Sentinel-2 Data for Global Building Footprint Mapping with High Temporal Resolution. JURSE Jonathan Prexl, Michael Schmitt
2023	J	`jnl`	There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation. CoRR Michael Schmitt, Seyed Ali Ahmadi, Yonghao Xu, Gülsen Taskin, Ujjwal Verma, Francescopaolo Sica, Ronny Hänsch
2023	—	`conf`	UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series. CVPR Workshops Patrick Ebel, Vivien Sainte Fare Garnot, Michael Schmitt, Jan Dirk Wegner, Xiao Xiang Zhu
2023	J	`jnl`	UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series. CoRR Patrick Ebel, Vivien Sainte Fare Garnot, Michael Schmitt, Jan Dirk Wegner, Xiao Xiang Zhu
2023	J	`jnl`	Urban Building Classification (UBC) V2 - A Benchmark for Global Building Detection and Fine-Grained Classification From Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. Xingliang Huang, Kaiqiang Chen, Deke Tang, Chenglong Liu, Libo Ren, Zheng Sun, Ronny Hänsch, Michael Schmitt, Xian Sun, Hai Huang, Helmut Mayer
2022	C	`conf`	Deep Learning-Based SAR Interferogram Synthesis from Raster and Land Cover Data. IGARSS Philipp Sibler, Francescopaolo Sica, Michael Schmitt
2022	C	`conf`	EOD: The IEEE GRSS Earth Observation Database. IGARSS Michael Schmitt, Pedram Ghamisi, Naoto Yokoya, Ronny Hänsch
2022	J	`jnl`	EOD: The IEEE GRSS Earth Observation Database. CoRR Michael Schmitt, Pedram Ghamisi, Naoto Yokoya, Ronny Hänsch
2022	J	`jnl`	Efficient ArcSAR Focusing in the Wavenumber Domain. IEEE Trans. Geosci. Remote. Sens. Yuan Zhang, Yanping Wang, Michael Schmitt, Changshun Yuan
2022	C	`conf`	Estimating NDVI from Sentinel-1 Sar Data Using Deep Learning. IGARSS Thomas Roßberg, Michael Schmitt
2022	J	`jnl`	Explaining the Effects of Clouds on Remote Sensing Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jakob Gawlikowski, Patrick Ebel, Michael Schmitt, Xiao Xiang Zhu
2022	J	`jnl`	MapInWild: A Remote Sensing Dataset to Address the Question What Makes Nature Wild. CoRR Burak Ekim, Timo T. Stomberg, Ribana Roscher, Michael Schmitt
2022	C	`conf`	Mapinwild: A Dataset for Global Wilderness Mapping. IGARSS Burak Ekim, Michael Schmitt
2022	C	`conf`	Multi-Sensor Time Series Cloud Removal Fusing Optical and SAR Satellite Information. IGARSS Patrick Ebel, Yajin Xu, Michael Schmitt, Xiao Xiang Zhu
2022	J	`jnl`	Multiscale Feature Learning by Transformer for Building Extraction From Satellite Images. IEEE Geosci. Remote. Sens. Lett. Xin Chen, Chunping Qiu, Wenyue Guo, Anzhu Yu, Xiaochong Tong, Michael Schmitt
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	C	`conf`	On the Transferability of Single Image Height Estimation for SAR Intensity Imagery. IGARSS Michael Recla, Michael Schmitt
2022	J	`jnl`	SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal. CoRR Patrick Ebel, Yajin Xu, Michael Schmitt, Xiaoxiang Zhu
2022	J	`jnl`	SEN12MS-CR-TS: A Remote-Sensing Data Set for Multimodal Multitemporal Cloud Removal. IEEE Trans. Geosci. Remote. Sens. Patrick Ebel, Yajin Xu, Michael Schmitt, Xiao Xiang Zhu
2022	J	`jnl`	Synthesizing Optical and SAR Imagery From Land Cover Maps and Auxiliary Raster Data. IEEE Trans. Geosci. Remote. Sens. Gerald Baier, Antonin Deschemps, Michael Schmitt, Naoto Yokoya
2022	J	`jnl`	Thin Cloud Removal Fusing Full Spectral and Spatial Features for Sentinel-2 Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jun Li, Yuejie Zhang, Qinghong Sheng, Zhaocong Wu, Bo Wang, Zhongwen Hu, Guanting Shen, Michael Schmitt, Matthieu Molinier
2022	J	`jnl`	Transferring Transformer-Based Models for Cross-Area Building Extraction From Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Chunping Qiu, He Li, Wenyue Guo, Xin Chen, Anzhu Yu, Xiaochong Tong, Michael Schmitt
2022	—	`conf`	Urban Building Classification (UBC) - A Dataset for Individual Building Detection and Classification from Satellite Imagery. CVPR Workshops Xingliang Huang, Libo Ren, Chenglong Liu, Yixuan Wang, Hongfeng Yu, Michael Schmitt, Ronny Hänsch, Xian Sun, Hai Huang, Helmut Mayer
2021	C	`conf`	Comparative Evaluation of Deep Learning-Based Sar-Optical Image Matching Approaches. IGARSS Lloyd Haydn Hughes, Michael Schmitt
2021	J	`jnl`	Deep-Learning-Based Single-Image Height Reconstruction from Very-High-Resolution SAR Intensity Data. CoRR Michael Recla, Michael Schmitt
2021	J	`jnl`	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. Caleb Robinson, Kolya Malkin, Nebojsa Jojic, Huijun Chen, Rongjun Qin, Changlin Xiao, Michael Schmitt, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
2021	J	`jnl`	InSAR Decorrelation at X-Band From the Joint TanDEM-X/PAZ Constellation. IEEE Geosci. Remote. Sens. Lett. Francescopaolo Sica, Sofie Bretzke, Andrea Pulella, José-Luis Bueso-Bello, Michele Martone, Pau Prats-Iraola, María José González Bonilla, Michael Schmitt, Paola Rizzoli
2021	C	`conf`	Internal Learning for Sequence-to-Sequence Cloud Removal via Synthetic Aperture Radar Prior Information. IGARSS Patrick Ebel, Michael Schmitt, Xiao Xiang Zhu
2021	J	`jnl`	Multisensor Data Fusion for Cloud Removal in Global and All-Season Sentinel-2 Imagery. IEEE Trans. Geosci. Remote. Sens. Patrick Ebel, Andrea Meraner, Michael Schmitt, Xiao Xiang Zhu
2021	J	`jnl`	The naturalness index for the identification of natural areas on regional scale. Int. J. Appl. Earth Obs. Geoinformation Burak Ekim, Zeyu Dong, Dmitry Rashkovetsky, Michael Schmitt
2021	C	`conf`	There is No Data Like More Data - Current Status of Machine Learning Datasets in Remote Sensing. IGARSS Michael Schmitt, Seyed Ali Ahmadi, Ronny Hänsch
2021	J	`jnl`	There is no data like more data - current status of machine learning datasets in remote sensing. CoRR Michael Schmitt, Seyed Ali Ahmadi, Ronny Hänsch
2021	J	`jnl`	Wildfire Detection From Multisensor Satellite Imagery Using Deep Semantic Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Dmitry Rashkovetsky, Florian Mauracher, Martin Langer, Michael Schmitt
2020	J	`jnl`	A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks. CoRR Chunping Qiu, Michael Schmitt, Christian Geiß, Tzu-Hsin Karen Chen, Xiao Xiang Zhu
2020	J	`jnl`	Building a Parallel Universe Image Synthesis from Land Cover Maps and Auxiliary Raster Data. CoRR Gerald Baier, Antonin Deschemps, Michael Schmitt, Naoto Yokoya
2020	C	`conf`	Cloud Removal in Unpaired Sentinel-2 Imagery Using Cycle-Consistent GAN and SAR-Optical Data Fusion. IGARSS Patrick Ebel, Michael Schmitt, Xiao Xiang Zhu
2020	J	`jnl`	Detection of Undocumented Building Constructions from Official Geodata Using a Convolutional Neural Network. Remote. Sens. Qingyu Li, Yilei Shi, Stefan Auer, Robert Roschlaub, Karin Möst, Michael Schmitt, Clemens Glock, Xiaoxiang Zhu
2020	J	`jnl`	Fusing Multiseasonal Sentinel-2 Imagery for Urban Land Cover Classification With Multibranch Residual Convolutional Neural Networks. IEEE Geosci. Remote. Sens. Lett. Chunping Qiu, Lichao Mou, Michael Schmitt, Xiao Xiang Zhu
2020	J	`jnl`	Mapping the Land Cover of Africa at 10 m Resolution from Multi-Source Remote Sensing Data with Google Earth Engine. Remote. Sens. Qingyu Li, Chunping Qiu, Lei Ma, Michael Schmitt, Xiao Xiang Zhu
2020	J	`jnl`	Multi-Sensor Data Fusion for Cloud Removal in Global and All-Season Sentinel-2 Imagery. CoRR Patrick Ebel, Andrea Meraner, Michael Schmitt, Xiaoxiang Zhu
2020	J	`jnl`	Multi-level Feature Fusion-based CNN for Local Climate Zone Classification from Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset. CoRR Chunping Qiu, Xiaochong Tong, Michael Schmitt, Benjamin Bechtel, Xiao Xiang Zhu
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`	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. Chunping Qiu, Xiaochong Tong, Michael Schmitt, Benjamin Bechtel, Xiao Xiang Zhu
2020	C	`conf`	On the Fusion Strategies of Sentinel-1 and Sentinel-2 Data for Local Climate Zone Classification. IGARSS Jakob Gawlikowski, Michael Schmitt, Anna M. Kruspe, Xiaoxiang Zhu
2020	J	`jnl`	Uncertainty Analysis of Object-Based Land-Cover Classification Using Sentinel-2 Time-Series Data. Remote. Sens. Lei Ma, Michael Schmitt, Xiaoxiang Zhu
2020	J	`jnl`	Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping - Challenges and Opportunities. CoRR Michael Schmitt, Jonathan Prexl, Patrick Ebel, Lukas Liebel, Xiao Xiang Zhu
2019	C	`conf`	Deep Learning for SAR-Optical Image Matching. IGARSS Lloyd Haydn Hughes, Nina Merkle, Tatjana Bürgmann, Stefan Auer, Michael Schmitt
2019	C	`conf`	Fusing Multi-Seasonal Sentinel-2 Images with Residual Convolutional Neural Networks for Local Climate Zone-Derived Urban Land Cover Classification. IGARSS Chunping Qiu, Michael Schmitt, Xiao Xiang Zhu
2019	J	`jnl`	Fusion of Multi-Sensor-Derived Heights and OSM-Derived Building Footprints for Urban 3D Reconstruction. ISPRS Int. J. Geo Inf. Hossein Bagheri, Michael Schmitt, Xiaoxiang Zhu
2019	—	`conf`	Mapping Human Settlements with Multi-seasonal Sentinel-2 Imagery and Attention-based ResNeXt. JURSE Chunping Qiu, Michael Schmitt, Hannes Taubenböck, Xiao Xiang Zhu
2019	J	`jnl`	SAR-to-Optical Image Translation Based on Conditional Generative Adversarial Networks - Optimization, Opportunities and Limits. Remote. Sens. Mario Fuentes Reyes, Stefan Auer, Nina Merkle, Corentin Henry, Michael Schmitt
2019	J	`jnl`	SEN12MS - A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion. CoRR Michael Schmitt, Lloyd Haydn Hughes, Chunping Qiu, Xiao Xiang Zhu
2019	J	`jnl`	So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification. CoRR Xiao Xiang Zhu, Jingliang Hu, Chunping Qiu, Yilei Shi, Jian Kang, Lichao Mou, Hossein Bagheri, Matthias Häberle, Yuansheng Hua, Rong Huang, Lloyd H. Hughes, Hao Li, Yao Sun, Guichen Zhang, Shiyao Han, Michael Schmitt, Yuanyuan Wang
2019	—	`conf`	Towards the Reconstruction of Prismatic Building Models by SAR-Optical Stereogrammetry. JURSE Hossein Bagheri, Michael Schmitt, Xiao Xiang Zhu
2018	C	`conf`	A Conditional Generative Adversarial Network to Fuse Sar And Multispectral Optical Data For Cloud Removal From Sentinel-2 Images. IGARSS Claas Grohnfeldt, Michael Schmitt, Xiaoxiang Zhu
2018	J	`jnl`	Feature Importance Analysis for Local Climate Zone Classification Using a Residual Convolutional Neural Network with Multi-Source Datasets. Remote. Sens. Chunping Qiu, Michael Schmitt, Lichao Mou, Pedram Ghamisi, Xiao Xiang Zhu
2018	C	`conf`	Feature Importance Analysis of Sentinel-2 Imagery for Large-Scale Urban Local Climate Zone Classification. IGARSS Chunping Qiu, Michael Schmitt, Pedram Ghamisi, Lichao Mou, Xiao Xiang Zhu
2018	J	`jnl`	Fusion of Urban TanDEM-X Raw DEMs Using Variational Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hossein Bagheri, Michael Schmitt, Xiao Xiang Zhu
2018	C	`conf`	Generative Adversarial Networks for Hard Negative Mining in CNN-Based SAR-Optical Image Matching. IGARSS Lloyd H. Hughes, Michael Schmitt, Xiao Xiang Zhu
2018	J	`jnl`	Identifying Corresponding Patches in SAR and Optical Images With a Pseudo-Siamese CNN. IEEE Geosci. Remote. Sens. Lett. Lloyd H. Hughes, Michael Schmitt, Lichao Mou, Yuanyuan Wang, Xiao Xiang Zhu
2018	J	`jnl`	Identifying Corresponding Patches in SAR and Optical Images with a Pseudo-Siamese CNN. CoRR Lloyd H. Hughes, Michael Schmitt, Lichao Mou, Yuanyuan Wang, Xiao Xiang Zhu
2018	J	`jnl`	Mining Hard Negative Samples for SAR-Optical Image Matching Using Generative Adversarial Networks. Remote. Sens. Lloyd Haydn Hughes, Michael Schmitt, Xiao Xiang Zhu
2018	J	`jnl`	Object-Based Multipass InSAR via Robust Low-Rank Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. Jian Kang, Yuanyuan Wang, Michael Schmitt, Xiao Xiang Zhu
2018	C	`conf`	Object-Related Alignment of Heterogeneous Image Data in Remote Sensing. FUSION Stefan Auer, Peter Reinartz, Michael Schmitt
2018	J	`jnl`	The SEN1-2 Dataset for Deep Learning in SAR-Optical Data Fusion. CoRR Michael Schmitt, Lloyd Haydn Hughes, Xiao Xiang Zhu
2018	C	`conf`	Urban TanDEM-X Raw DEM Fusion Based ON TV-L1 and Huber Models. IGARSS Hossein Bagheri, Michael Schmitt, Xiao Xiang Zhu
2017	—	`conf`	A CNN for the identification of corresponding patches in SAR and optical imagery of urban scenes. JURSE Lichao Mou, Michael Schmitt, Yuanyuan Wang, Xiao Xiang Zhu
2017	C	`conf`	Automatic alignment of high resolution optical and SAR images for urban areas. IGARSS Stefan Auer, Michael Schmitt, Peter Reinartz
2017	C	`conf`	Comparative evaluation of signal-based and descriptor-based similarity measures for SAR-optical image matching. IGARSS Chunping Qiu, Michael Schmitt, Xiao Xiang Zhu
2017	C	`conf`	Fusion of SAR and optical remote sensing data - Challenges and recent trends. IGARSS Michael Schmitt, Florence Tupin, Xiao Xiang Zhu
2017	C	`conf`	Fusion of TanDEM-X and Cartosat-1 DEMS using TV-norm regularization and ANN-predicted weights. IGARSS Hossein Bagheri, Michael Schmitt, Xiao Xiang Zhu
2017	C	`conf`	Identifying corresponding patches in SAR and optical imagery with a convolutional neural network. IGARSS Lichao Mou, Michael Schmitt, Yuanyuan Wang, Xiao Xiang Zhu
2017	J	`jnl`	Simulation-Based Interpretation and Alignment of High-Resolution Optical and SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Stefan Auer, Isabel Hornig, Michael Schmitt, Peter Reinartz
2016	J	`jnl`	Demonstration of Single-Pass Millimeterwave SAR Tomography for Forest Volumes. IEEE Geosci. Remote. Sens. Lett. Michael Schmitt, Xiaoxiang Zhu
2016	C	`conf`	Forest remote sensing on the individual tree level by airborne millimeterwave SAR. IGARSS Michael Schmitt, Muhammad Shahzad, Xiaoxiang Zhu
2015	C	`conf`	Automatic coastline detection in non-locally filtered tandem-X data. IGARSS Michael Schmitt, Lingyun Wei, Xiaoxiang Zhu
2014	J	`jnl`	Adaptive Covariance Matrix Estimation for Multi-Baseline InSAR Data Stacks. IEEE Trans. Geosci. Remote. Sens. Michael Schmitt, Johannes L. Schönberger, Uwe Stilla
2014	J	`jnl`	Adaptive Multilooking of Airborne Single-Pass Multi-Baseline InSAR Stacks. IEEE Trans. Geosci. Remote. Sens. Michael Schmitt, Uwe Stilla
2014	J	`jnl`	Benefit of Using Multiple Baselines and Multiple Aspects for SAR Interferometry of Urban Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Michael Schmitt, Johannes L. Schönberger, Uwe Stilla
2014	C	`conf`	Generating point clouds of forested areas from airborne millimeter wave InSAR data. IGARSS Michael Schmitt, Uwe Stilla
2013	J	`jnl`	Compressive Sensing Based Layover Separation in Airborne Single-Pass Multi-Baseline InSAR Data. IEEE Geosci. Remote. Sens. Lett. Michael Schmitt, Uwe Stilla
2012	C	`conf`	A filter for homogeneous areas in very high resolution SAR images based on hysteresis smoothing. IGARSS Takuma Anahara, Michael Schmitt, Masayuki Tamura
2012	C	`conf`	Adaptive multilooking of airborne Ka-band multi-baseline InSAR data of urban areas. IGARSS Michael Schmitt, Uwe Stilla
2012	C	`conf`	First investigations on detection of stationary vehicles in airborne decimeter resolution SAR data by supervised learning. IGARSS Oliver Maksymiuk, Michael Schmitt, Andreas R. Brenner, Uwe Stilla
2012	C	`conf`	Non-linear correction of polarization orientation for the application of ICA to PolSAR imagery. IGARSS Takuma Anahara, Michael Schmitt, Junichi Susaki
2011	—	`conf`	Comparative study of change detection for reconstruction monitoring based on very high resolution optical data. JURSE Wenjing Liang, Danielle Hoja, Michael Schmitt, Uwe Stilla
2011	—	`conf`	Fusion of airborne multi-aspect InSAR data by simultaneous backward geocoding. JURSE Michael Schmitt, Uwe Stilla
2011	—	`conf`	Statistically robust detection and evaluation of errors in DTMs. JURSE Amirreza Saati, Hossein Arefi, Michael Schmitt, Uwe Stilla
2011	—	`conf`	Towards Airborne Single Pass Decimeter Resolution SAR Interferometry over Urban Areas. PIA Michael Schmitt, Christophe Magnard, Thorsten Brehm, Uwe Stilla
2010	C	`conf`	Utilization of airborne multi-aspect InSAR data for the generation of urban ortho-images. IGARSS Michael Schmitt, Uwe Stilla