Michael Schmitt

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Xiao Xiang ZhuTechnical University of MunichVerificeret mail på tum.de
Uwe StillaTechnische Universitaet MuenchenVerificeret mail på tum.de
Lloyd HughesEcole Polytechnique Fédérale de Lausanne (EPFL), ECEO, SwitzerlandVerificeret mail på epfl.ch
Lichao MouGerman Aerospace Center (DLR), Technical University of Munich (TUM)Verificeret mail på dlr.de
Patrick EbelEuropean Space AgencyVerificeret mail på esa.int
Yuanyuan WangTechnical University of MunichVerificeret mail på tum.de
Hossein BagheriUniversity of IsfahanVerificeret mail på cet.ui.ac.ir
Stefan AuerRemote Sensing Technology Institute, German Aerospace Center (DLR)Verificeret mail på dlr.de
Ronny Hänschpostdoctoral research fellow, German Aerospace Center, OberpfaffenhofenVerificeret mail på dlr.de
Jonathan PrexlUniversity of the Bundeswehr MunichVerificeret mail på unibw.de
Pedram GhamisiHZDR & Lancaster University, Group Leader and ProfessorVerificeret mail på hzdr.de
Yilei ShiChair of Remote Sensing Technology, Technical University of MunichVerificeret mail på tum.de
Hannes TaubenböckGerman Aerospace Center (DLR) and University of WürzburgVerificeret mail på dlr.de
Michael ReclaUniversity of the Bundeswehr MunichVerificeret mail på unibw.de
Naoto YokoyaThe University of TokyoVerificeret mail på k.u-tokyo.ac.jp
Jingliang HuTechnical University of Munich (TUM) & German Aerospace Center (DLR)Verificeret mail på tum.de
Andrea MeranerRemote Sensing Scientist, EUMETSATVerificeret mail på eumetsat.int
Jian Kang(康健)School of Electronic and Information Engineering, Soochow UniversityVerificeret mail på suda.edu.cn
Burak EkimResearch Associate and PhD Candidate at Bundeswehr University MunichVerificeret mail på unibw.de
Francescopaolo SicaUniversity of the Bundeswehr MunichVerificeret mail på unibw.de

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Michael Schmitt

Bundeswehr University Munich

Verificeret mail på unibw.de - Startside

Earth Observation Remote Sensing Data Fusion Machine Learning Synthetic Aperture Radar


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusion A Meraner, P Ebel, XX Zhu, M Schmitt ISPRS Journal of Photogrammetry and Remote Sensing 166, 333-346, 2020	341	2020
Data fusion and remote sensing - an ever-growing relationship M Schmitt, XX Zhu IEEE Geoscience and Remote Sensing Magazine 4 (4), 6-23, 2016	328	2016
SEN12MS - A curated dataset of georeferenced multi-spectral Sentinel-1/2 imagery for deep learning and data fusion M Schmitt, LH Hughes, C Qiu, XX Zhu ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2019	324	2019
The SEN1-2 dataset for deep learning in SAR-optical data fusion M Schmitt, LH Hughes, XX Zhu ISPRS Technical Commission I Symposium, 2018	284	2018
Identifying corresponding patches in SAR and optical images with a pseudo-siamese CNN LH Hughes, M Schmitt, L Mou, Y Wang, XX Zhu IEEE Geoscience and Remote Sensing Letters 15 (5), 784-788, 2018	239	2018
So2Sat LCZ42: A benchmark dataset for global local climate zones classification XX Zhu, J Hu, C Qiu, Y Shi, J Kang, L Mou, H Bagheri, M Häberle, Y Hua, ... arXiv preprint arXiv:1912.12171, 2019	215*	2019
A Conditional Generative Adversarial Network to Fuse SAR And Multispectral Optical Data For Cloud Removal From Sentinel-2 Images C Grohnfeldt, M Schmitt, X Zhu IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018	176	2018
Local climate zone-based urban land cover classification from multi-seasonal Sentinel-2 images with a recurrent residual network C Qiu, L Mou, M Schmitt, XX Zhu ISPRS Journal of Photogrammetry and Remote Sensing 154, 151-162, 2019	160	2019
SAR-to-Optical Image Translation Based on Conditional Generative Adversarial Networks—Optimization, Opportunities and Limits M Fuentes Reyes, S Auer, N Merkle, C Henry, M Schmitt Remote Sensing 11 (17), 2067, 2019	155	2019
Wildfire Detection from Multisensor Satellite Imagery Using Deep Semantic Segmentation D Rashkovetsky, F Mauracher, M Langer, M Schmitt IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021	138	2021
Multisensor data fusion for cloud removal in global and all-season sentinel-2 imagery P Ebel, A Meraner, M Schmitt, XX Zhu IEEE Transactions on Geoscience and Remote Sensing 59 (7), 5866-5878, 2020	131	2020
The urban morphology on our planet–Global perspectives from space XX Zhu, C Qiu, J Hu, Y Shi, Y Wang, M Schmitt, H Taubenböck Remote Sensing of Environment 269, 112794, 2022	125	2022
A deep learning framework for matching of SAR and optical imagery LH Hughes, D Marcos, S Lobry, D Tuia, M Schmitt ISPRS Journal of Photogrammetry and Remote Sensing 169, 166-179, 2020	122	2020
Mapping the land cover of Africa at 10 m resolution from multi-source remote sensing data with Google Earth Engine Q Li, C Qiu, L Ma, M Schmitt, XX Zhu Remote Sensing 12 (4), 602, 2020	99	2020
SEN12MS-CR-TS: A Remote-Sensing Data Set for Multimodal Multitemporal Cloud Removal P Ebel, Y Xu, M Schmitt, XX Zhu IEEE Transactions on Geoscience and Remote Sensing 60, 1-14, 2022	97	2022
Mapping horizontal and vertical urban densification in Denmark with Landsat time-series from 1985 to 2018: a semantic segmentation solution THK Chen, C Qiu, M Schmitt, XX Zhu, CE Sabel, AV Prishchepov Remote Sensing of Environment 251, 112096, 2020	96	2020
Analysing changes of the Poyang Lake water area using Sentinel-1 synthetic aperture radar imagery L Zeng, M Schmitt, L Li, XX Zhu International Journal of Remote Sensing 38 (23), 7041-7069, 2017	88	2017
Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping--Challenges and Opportunities M Schmitt, J Prexl, P Ebel, L Liebel, XX Zhu arXiv preprint arXiv:2002.08254, 2020	87	2020
Feature importance analysis for local climate zone classification using a residual convolutional neural network with multi-source datasets C Qiu, M Schmitt, L Mou, P Ghamisi, XX Zhu Remote Sensing 10 (10), 1572, 2018	86	2018
Seven city types representing morphologic configurations of cities across the globe H Taubenböck, H Debray, C Qiu, M Schmitt, Y Wang, XX Zhu Cities 105, 102814, 2020	81	2020

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