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ORCIDGottfried Schwarz
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2020 – today
- 2023
[j14]Soronzonbold Otgonbaatar
, Gottfried Schwarz, Mihai Datcu, Dieter Kranzlmüller:
Quantum Transfer Learning for Real-World, Small, and High-Dimensional Remotely Sensed Datasets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 9223-9230 (2023)- 2022
- [c22]Wei Yao, Gottfried Schwarz, Mihai Datcu:
A Pattern Analysis Image Validation Tool for the Generation of Reliable Earth Observation Image Benchmarks. IGARSS 2022: 3999-4002 - [i2]Soronzonbold Otgonbaatar, Gottfried Schwarz, Mihai Datcu, Dieter Kranzlmüller:
Quantum Transfer Learning for Real-World, Small, and Large-Scale Datasets. CoRR abs/2209.07799 (2022) - 2021
- [j13]Chandrabali Karmakar, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Feature-Free Explainable Data Mining in SAR Images Using Latent Dirichlet Allocation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 676-689 (2021) - [j12]Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Semantic Labeling of Globally Distributed Urban and Nonurban Satellite Images Using High-Resolution SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 6009-6068 (2021) - [c21]Corneliu Octavian Dumitru, Gottfried Schwarz, Chandrabali Karmakar, Mihai Datcu:
Machine Learning-Based Paradigm for Boosting the Semantic Annotation of EO Images. IGARSS 2021: 4268-4271
2010 – 2019
- 2019
- [c20]Corneliu Octavian Dumitru, Gottfried Schwarz, Anna Pulak-Siwiec, Bartosz Kulawik, Jose Lorenzo, Mihai Datcu:
Earth Observation Data Mining: A Use Case for Forest Monitoring. IGARSS 2019: 5359-5362 - 2018
- [j11]Dongyang Ao, Mihai Datcu, Gottfried Schwarz, Cheng Hu:
Moving Ship Velocity Estimation Using TanDEM-X Data Based on Subaperture Decomposition. IEEE Geosci. Remote. Sens. Lett. 15(10): 1560-1564 (2018) - [j10]Dongyang Ao, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X. Remote. Sens. 10(10): 1597 (2018) - [j9]Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
SAR Image Land Cover Datasets for Classification Benchmarking of Temporal Changes. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(5): 1571-1592 (2018) - [c19]Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Evaluation of Retrieved Categories from a Terrasar-X Benchmarking Data Set. IGARSS 2018: 2400-2403 - [i1]Dongyang Ao, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X. CoRR abs/1807.07778 (2018) - 2017
- [j8]Radu Tanase, Reza Bahmanyar, Gottfried Schwarz, Mihai Datcu:
Discovery of Semantic Relationships in PolSAR Images Using Latent Dirichlet Allocation. IEEE Geosci. Remote. Sens. Lett. 14(2): 237-241 (2017) - [c18]Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Image representation alternatives for the analysis of satellite image time series. MultiTemp 2017: 1-4 - 2016
- [j7]Shiyong Cui, Gottfried Schwarz, Mihai Datcu:
A Benchmark Evaluation of Similarity Measures for Multitemporal SAR Image Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(3): 1101-1118 (2016) - [j6]Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Land Cover Semantic Annotation Derived from High-Resolution SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(6): 2215-2232 (2016) - [c17]Corneliu Octavian Dumitru, Gottfried Schwarz, Shiyong Cui, Mihai Datcu:
Improved image classification by proper patch size selection: TerraSAR-X vs. Sentinel-1A. IWSSIP 2016: 1-4 - 2015
- [j5]Corneliu Octavian Dumitru, Shiyong Cui, Gottfried Schwarz, Mihai Datcu:
Information Content of Very-High-Resolution SAR Images: Semantics, Geospatial Context, and Ontologies. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(4): 1635-1650 (2015) - [j4]Daniela Espinoza-Molina, Charalampos Nikolaou, Corneliu Octavian Dumitru, Konstantina Bereta, Manolis Koubarakis, Gottfried Schwarz, Mihai Datcu:
Very-High-Resolution SAR Images and Linked Open Data Analytics Based on Ontologies. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(4): 1696-1708 (2015) - [j3]Shiyong Cui, Gottfried Schwarz, Mihai Datcu:
Remote Sensing Image Classification: No Features, No Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(11): 5158-5170 (2015) - [c16]Shiyong Cui, Gottfried Schwarz, Mihai Datcu:
Image classification: No features, no clustering. ICIP 2015: 1960-1964 - 2014
- [j2]Shiyong Cui, Gottfried Schwarz, Mihai Datcu:
A Comparative Study of Statistical Models for Multilook SAR Images. IEEE Geosci. Remote. Sens. Lett. 11(10): 1752-1756 (2014) - [c15]Charalampos Nikolaou, Kostis Kyzirakos, Konstantina Bereta, Kallirroi Dogani, Stella Giannakopoulou, Panayiotis Smeros, George Garbis, Manolis Koubarakis, Daniela Espinoza-Molina, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Big, Linked and Open Data: Applications in the German Aerospace Center. ESWC (Satellite Events) 2014: 444-449 - [c14]Jagmal Singh, Daniela Espinoza-Molina, Gottfried Schwarz, Mihai Datcu:
On the statistical similarity of synthetic aperture radar images from COSMO-SKYMED and TerraSAR-X. IGARSS 2014: 4726-4729 - 2013
- [c13]Gottfried Schwarz, Mihai Datcu:
Preperation of scenarios for the performance optimization of a content-based remote sensing image mining system. IGARSS 2013: 4352-4355 - [c12]Gottfried Schwarz, Mihai Datcu:
The impact of rain, frost, seasonal cycle, and wind on sequences of high resolution urban SAR images. IGARSS 2013: 4367-4370 - 2012
- [j1]Manolis Koubarakis, Kostis Kyzirakos, Manos Karpathiotakis, Charalampos Nikolaou, Stavros Vassos, George Garbis, Michael Sioutis, Konstantina Bereta, Dimitrios Michail, Charalambos Kontoes, Ioannis Papoutsis, Themos Herekakis, Stefan Manegold, Martin L. Kersten, Milena Ivanova, Holger Pirk, Ying Zhang, Mihai Datcu, Gottfried Schwarz, Corneliu Octavian Dumitru, Daniela Espinoza-Molina, Katrin Molch, Ugo Di Giammatteo, Manuela Sagona, Sergio Perelli, Thorsten Reitz, Eva Klien, Robert Gregor:
TELEIOS: A Database-Powered Virtual Earth Observatory. Proc. VLDB Endow. 5(12): 2010-2013 (2012) - [c11]Gottfried Schwarz, Mihai Datcu:
Identification and characterization of railway trains in high resolution TerraSAR-X images. IGARSS 2012: 1793-1796 - [c10]Manolis Koubarakis, Michael Sioutis, George Garbis, Manos Karpathiotakis, Kostis Kyzirakos, Charalampos Nikolaou, Konstantina Bereta, Stavros Vassos, Corneliu Octavian Dumitru, Daniela Espinoza-Molina, Katrin Molch, Gottfried Schwarz, Mihai Datcu:
Building Virtual Earth Observatories Using Ontologies, Linked Geospatial Data and Knowledge Discovery Algorithms. OTM Conferences (2) 2012: 932-949 - [c9]Manolis Koubarakis, Manos Karpathiotakis, Kostis Kyzirakos, Charalampos Nikolaou, Stavros Vassos, George Garbis, Michael Sioutis, Konstantina Bereta, Stefan Manegold, Martin L. Kersten, Milena Ivanova, Holger Pirk, Ying Zhang, Charalambos Kontoes, Ioannis Papoutsis, Themistoklis Herekakis, Dimitrios Michail, Mihai Datcu, Gottfried Schwarz, Corneliu Octavian Dumitru, Daniela Espinoza-Molina, Katrin Molch, Ugo Di Giammatteo, Manuela Sagona, Sergio Perelli, Eva Klien, Thorsten Reitz, Robert Gregor:
Building Virtual Earth Observatories Using Ontologies and Linked Geospatial Data. RR 2012: 229-233 - 2010
- [c8]Mihai Datcu, Gottfried Schwarz:
Image information mining methods for exploring and understanding high resolution images. IGARSS 2010: 33-35 - [c7]Anca Andreea Popescu, Mihai Costache, Jagmal Singh, Mihai Datcu, Gottfried Schwarz:
Generic object recognition in high resolution SAR images. IGARSS 2010: 1629-1632 - [c6]Lionel Gueguen, Shiyong Cui, Gottfried Schwarz, Mihai Datcu:
Multitemporal analysis of multisensor data: Information theoretical approaches. IGARSS 2010: 2559-2562 - [c5]Mihai Datcu, Daniela Espinoza-Molina, Amaia de Miguel, Gottfried Schwarz:
Texture estimation in sar images: The impact of scale and model order. IGARSS 2010: 2844-2847
2000 – 2009
- 2009
- [c4]Gottfried Schwarz, Matteo Soccorsi, Houda Chaabouni, Daniela Espinoza-Molina, Daniele Cerra, Fernando Rodríguez González, Mihai Datcu:
Automated Information Extraction from High Resolution SAR Images: TerraSAR-X Interpretation Applications. IGARSS (4) 2009: 677-680 - 2008
- [c3]Mihai Datcu, Daniele Cerra, Houda Chaabouni, Amaia de Miguel, Daniela Espinoza-Molina, Gottfried Schwarz, Matteo Soccorsi:
Automated Information Extraction from TerraSAR-X Data: The Content Map. IGARSS (1) 2008: 82-85 - [c2]Gottfried Schwarz, Daniela Espinoza-Molina, Helko Breit, Mihai Datcu:
Optimized Multilooking for Robust SAR Image Indexing. IGARSS (1) 2008: 86-89 - 2007
- [c1]Amaia de Miguel, Gottfried Schwarz, Mihai Datcu, Andrea Colapicchioni:
Knowledge centred Earth Observation: Feature Extraction. IGARSS 2007: 417-420
Coauthor Index
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