Gottfried Schwarz

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 17

Top Topics

Latent Dirichlet Allocation

Top Venues

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

IEEE Geosci. Remote. Sens. Lett.

Publications

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 (2023)
Soronzonbold Otgonbaatar, Gottfried Schwarz, Mihai Datcu, Dieter Kranzlmüller
Quantum Transfer Learning for Real-World, Small, and Large-Scale Datasets. CoRR (2022)
Wei Yao, Gottfried Schwarz, Mihai Datcu
A Pattern Analysis Image Validation Tool for the Generation of Reliable Earth Observation Image Benchmarks. IGARSS (2022)
Corneliu Octavian Dumitru, Gottfried Schwarz, Chandrabali Karmakar, Mihai Datcu
Machine Learning-Based Paradigm for Boosting the Semantic Annotation of EO Images. IGARSS (2021)
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 (2021)
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 (2021)
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)
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) (2018)
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) (2018)
Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu
Evaluation of Retrieved Categories from a Terrasar-X Benchmarking Data Set. IGARSS (2018)
Dongyang Ao, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu
Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X. CoRR (2018)
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) (2018)
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) (2017)
Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu
Image representation alternatives for the analysis of satellite image time series. MultiTemp (2017)
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) (2016)
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) (2016)
Corneliu Octavian Dumitru, Gottfried Schwarz, Shiyong Cui, Mihai Datcu
Improved image classification by proper patch size selection: TerraSAR-X vs. Sentinel-1A. IWSSIP (2016)
Shiyong Cui, Gottfried Schwarz, Mihai Datcu
Image classification: No features, no clustering. ICIP (2015)
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) (2015)
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) (2015)
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) (2015)
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)
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)
Shiyong Cui, Gottfried Schwarz, Mihai Datcu
A Comparative Study of Statistical Models for Multilook SAR Images. IEEE Geosci. Remote. Sens. Lett. 11 (10) (2014)
Gottfried Schwarz, Mihai Datcu
The impact of rain, frost, seasonal cycle, and wind on sequences of high resolution urban SAR images. IGARSS (2013)
Gottfried Schwarz, Mihai Datcu
Preperation of scenarios for the performance optimization of a content-based remote sensing image mining system. IGARSS (2013)
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)
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)
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) (2012)
Gottfried Schwarz, Mihai Datcu
Identification and characterization of railway trains in high resolution TerraSAR-X images. IGARSS (2012)
Anca Andreea Popescu, Mihai Costache, Jagmal Singh, Mihai Datcu, Gottfried Schwarz
Generic object recognition in high resolution SAR images. IGARSS (2010)
Mihai Datcu, Daniela Espinoza-Molina, Amaia de Miguel, Gottfried Schwarz
Texture estimation in sar images: The impact of scale and model order. IGARSS (2010)
Lionel Gueguen, Shiyong Cui, Gottfried Schwarz, Mihai Datcu
Multitemporal analysis of multisensor data: Information theoretical approaches. IGARSS (2010)
Mihai Datcu, Gottfried Schwarz
Image information mining methods for exploring and understanding high resolution images. IGARSS (2010)
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)
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)
Gottfried Schwarz, Daniela Espinoza-Molina, Helko Breit, Mihai Datcu
Optimized Multilooking for Robust SAR Image Indexing. IGARSS (1) (2008)
Amaia de Miguel, Gottfried Schwarz, Mihai Datcu, Andrea Colapicchioni
Knowledge centred Earth Observation: Feature Extraction. IGARSS (2007)