Gottfried Schwarz

According to our database, Gottfried Schwarz authored at least 37 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Quantum Transfer Learning for Real-World, Small, and High-Dimensional Remotely Sensed Datasets.

Soronzonbold Otgonbaatar, Gottfried Schwarz, Mihai Datcu, Dieter Kranzlmüller

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

2022

Quantum Transfer Learning for Real-World, Small, and Large-Scale Datasets.

Soronzonbold Otgonbaatar, Gottfried Schwarz, Mihai Datcu, Dieter Kranzlmüller

CoRR, 2022

A Pattern Analysis Image Validation Tool for the Generation of Reliable Earth Observation Image Benchmarks.

Wei Yao, Gottfried Schwarz, Mihai Datcu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Feature-Free Explainable Data Mining in SAR Images Using Latent Dirichlet Allocation.

Chandrabali Karmakar, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Semantic Labeling of Globally Distributed Urban and Nonurban Satellite Images Using High-Resolution SAR Data.

Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Machine Learning-Based Paradigm for Boosting the Semantic Annotation of EO Images.

Corneliu Octavian Dumitru, Gottfried Schwarz, Chandrabali Karmakar, Mihai Datcu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2019

Earth Observation Data Mining: A Use Case for Forest Monitoring.

Corneliu Octavian Dumitru, Gottfried Schwarz, Anna Pulak-Siwiec, Bartosz Kulawik, Jose Lorenzo, Mihai Datcu

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

SAR Image Land Cover Datasets for Classification Benchmarking of Temporal Changes.

Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X.

Dongyang Ao, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu

Remote. Sens., 2018

Moving Ship Velocity Estimation Using TanDEM-X Data Based on Subaperture Decomposition.

Dongyang Ao, Mihai Datcu, Gottfried Schwarz, Cheng Hu

IEEE Geosci. Remote. Sens. Lett., 2018

Evaluation of Retrieved Categories from a Terrasar-X Benchmarking Data Set.

Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Discovery of Semantic Relationships in PolSAR Images Using Latent Dirichlet Allocation.

Radu Tanase, Reza Bahmanyar, Gottfried Schwarz, Mihai Datcu

IEEE Geosci. Remote. Sens. Lett., 2017

Image representation alternatives for the analysis of satellite image time series.

Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu

Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

2016

Land Cover Semantic Annotation Derived from High-Resolution SAR Images.

Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A Benchmark Evaluation of Similarity Measures for Multitemporal SAR Image Change Detection.

Shiyong Cui, Gottfried Schwarz, Mihai Datcu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Improved image classification by proper patch size selection: TerraSAR-X vs. Sentinel-1A.

Corneliu Octavian Dumitru, Gottfried Schwarz, Shiyong Cui, Mihai Datcu

Proceedings of the International Conference on Systems, Signals and Image Processing, 2016

2015

Very-High-Resolution SAR Images and Linked Open Data Analytics Based on Ontologies.

Daniela Espinoza-Molina, Charalampos Nikolaou, Corneliu Octavian Dumitru, Konstantina Bereta, Manolis Koubarakis, Gottfried Schwarz, Mihai Datcu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Information Content of Very-High-Resolution SAR Images: Semantics, Geospatial Context, and Ontologies.

Corneliu Octavian Dumitru, Shiyong Cui, Gottfried Schwarz, Mihai Datcu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Remote Sensing Image Classification: No Features, No Clustering.

Shiyong Cui, Gottfried Schwarz, Mihai Datcu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Image classification: No features, no clustering.

Shiyong Cui, Gottfried Schwarz, Mihai Datcu

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014

A Comparative Study of Statistical Models for Multilook SAR Images.

Shiyong Cui, Gottfried Schwarz, Mihai Datcu

IEEE Geosci. Remote. Sens. Lett., 2014

On the statistical similarity of synthetic aperture radar images from COSMO-SKYMED and TerraSAR-X.

Jagmal Singh, Daniela Espinoza-Molina, Gottfried Schwarz, Mihai Datcu

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Big, Linked and Open Data: Applications in the German Aerospace Center.

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

Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014

2013

The impact of rain, frost, seasonal cycle, and wind on sequences of high resolution urban SAR images.

Gottfried Schwarz, Mihai Datcu

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Preperation of scenarios for the performance optimization of a content-based remote sensing image mining system.

Gottfried Schwarz, Mihai Datcu

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

TELEIOS: A Database-Powered Virtual Earth Observatory.

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

Proc. VLDB Endow., 2012

Building Virtual Earth Observatories Using Ontologies and Linked Geospatial Data.

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

Proceedings of the Web Reasoning and Rule Systems - 6th International Conference, 2012

Building Virtual Earth Observatories Using Ontologies, Linked Geospatial Data and Knowledge Discovery Algorithms.

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

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012

Identification and characterization of railway trains in high resolution TerraSAR-X images.

Gottfried Schwarz, Mihai Datcu

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2010

Generic object recognition in high resolution SAR images.

Anca Andreea Popescu, Mihai Costache, Jagmal Singh, Mihai Datcu, Gottfried Schwarz

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Multitemporal analysis of multisensor data: Information theoretical approaches.

Lionel Gueguen, Shiyong Cui, Gottfried Schwarz, Mihai Datcu

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Image information mining methods for exploring and understanding high resolution images.

Mihai Datcu, Gottfried Schwarz

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Texture estimation in sar images: The impact of scale and model order.

Mihai Datcu, Daniela Espinoza-Molina, Amaia de Miguel, Gottfried Schwarz

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009

Automated Information Extraction from High Resolution SAR Images: TerraSAR-X Interpretation Applications.

Gottfried Schwarz, Matteo Soccorsi, Houda Chaabouni, Daniela Espinoza-Molina, Daniele Cerra, Fernando Rodríguez González, Mihai Datcu

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008

Optimized Multilooking for Robust SAR Image Indexing.

Gottfried Schwarz, Daniela Espinoza-Molina, Helko Breit, Mihai Datcu

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Automated Information Extraction from TerraSAR-X Data: The Content Map.

Mihai Datcu, Daniele Cerra, Houda Chaabouni, Amaia de Miguel, Daniela Espinoza-Molina, Gottfried Schwarz, Matteo Soccorsi

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

Knowledge centred Earth Observation: Feature Extraction.

Amaia de Miguel, Gottfried Schwarz, Mihai Datcu, Andrea Colapicchioni

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007