Daniela Espinoza-Molina

According to our database, Daniela Espinoza-Molina authored at least 28 papers between 2008 and 2018.

Collaborative distances:

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

2018

Multisensor Earth Observation Image Classification Based on a Multimodal Latent Dirichlet Allocation Model.

Reza Bahmanyar, Daniela Espinoza-Molina, Mihai Datcu

IEEE Geosci. Remote. Sens. Lett., 2018

2017

Mining Multitemporal In Situ Heterogeneous Monitoring Information for the Assurance of Recorded Land Cover Changes.

Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Multilayer Architecture for Heterogeneous Geospatial Data Analytics: Querying and Understanding EO Archives.

Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Land-cover evolution class analysis in Image Time Series of Landsat and Sentinel-2 based on Latent Dirichlet Allocation.

Daniela Espinoza-Molina, Reza Bahmanyar, Mihai Datcu, Ricardo Díaz-Delgado, Javier Bustamante

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

Land-cover change detection using local feature descriptors extracted from spectral indices.

Daniela Espinoza-Molina, Reza Bahmanyar, Ricardo Díaz-Delgado, Javier Bustamante, Mihai Datcu

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

The Earth-Observation Epitome: A New Interactive Value-Added Product.

Daniela Espinoza-Molina, Mihai Datcu

IEEE Geosci. Remote. Sens. Lett., 2016

Visual data mining for feature space exploration using in-situ data.

Daniela Espinoza-Molina, Kevin Alonso, Mihai Datcu

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 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

Visual analytics for semantic queries of TerraSAR-X image content.

Daniela Espinoza-Molina, Kevin Alonso, Mihai Datcu

Proceedings of the SAR Image Analysis, 2015

LUCAS Visual Browser: A tool for land cover visual analytics.

Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

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

Earth-Observation Image Retrieval Based on Content, Semantics, and Metadata.

Daniela Espinoza-Molina, Mihai Datcu

IEEE Trans. Geosci. Remote. Sens., 2013

Data vaults: a database welcome to scientific file repositories.

Milena Ivanova, Yagiz Kargin, Martin L. Kersten, Stefan Manegold, Ying Zhang, Mihai Datcu, Daniela Espinoza-Molina

Proceedings of the Conference on Scientific and Statistical Database Management, 2013

Architecture concept for Earth Observation data mining system.

Daniela Espinoza-Molina, Mihai Datcu

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

2012

Evaluation of Bayesian Despeckling and Texture Extraction Methods Based on Gauss-Markov and Auto-Binomial Gibbs Random Fields: Application to TerraSAR-X Data.

Daniela Espinoza-Molina, Dusan Gleich, Mihai Datcu

IEEE Trans. Geosci. Remote. Sens., 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

Query by example in Earth-Observation image archive using data compression-based approach.

Daniela Espinoza-Molina, Marco Quartulli, Mihai Datcu

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

Assessment of Earth Observation data content based on data compression - application to settlements understanding.

Jayashree Chadalawada, Daniela Espinoza-Molina, Mihai Datcu

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

2011

Advanced Methods for high resolution SAR information extraction : data and user-driven evaluation approaches for Image Information Mining. (Méthodes avancées pour l'extraction d'informations a partir des images à haute résolution SAR: Méthodes d'évaluation guidées par les modèles utilisateur et par la structure des données).

Daniela Espinoza-Molina

PhD thesis, 2011

2010

Gibbs Random Field Models for Model-Based Despeckling of SAR Images.

Daniela Espinoza-Molina, Dusan Gleich, Mihai Datcu

IEEE Geosci. Remote. Sens. Lett., 2010

Impact of model order and estimation window for indexing TerraSAR-X images using Gauss Markov random fields.

Daniela Espinoza-Molina, Mihai Datcu

Proceedings of the SAR Image Analysis, 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