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ORCIDCorneliu Octavian Dumitru
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2020 – today
- 2024
[j18]Ridvan Salih Kuzu
, Oleg Antropov, Matthieu Molinier, Corneliu Octavian Dumitru, Sudipan Saha, Xiaoxiang Zhu:
Forest Disturbance Detection via Self-Supervised and Transfer Learning With Sentinel-1&2 Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 4751-4767 (2024)- 2023
- [j17]Chandrabali Karmakar, Corneliu Octavian Dumitru, Nick Hughes, Mihai Datcu:
A Visualization Framework for Unsupervised Analysis of Latent Structures in SAR Image Time Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 5355-5373 (2023) - [j16]Ridvan Salih Kuzu, Leonardo Bagaglini, Yi Wang, Corneliu Octavian Dumitru, Nassim Ait Ali Braham, Giorgio Pasquali, Filippo Santarelli, Francesco Trillo, Sudipan Saha, Xiao Xiang Zhu:
Automatic Detection of Building Displacements Through Unsupervised Learning From InSAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 6931-6947 (2023) - [c25]Marc Rußwurm, Lloyd Haydn Hughes, Giorgio Pasquali, Corneliu Octavian Dumitru, Devis Tuia:
Detection of Settlements in Tanzania and Mozambique by Many Regional Few-Shot Models. IGARSS 2023: 522-525 - [c24]Oleg Antropov, Matthieu Molinier, Ridvan Salih Kuzu, Lloyd H. Hughes, Marc Rußwurm, Devis Tuia, Corneliu Octavian Dumitru, Shaojia Ge, Sudipan Saha, Xiao Xiang Zhu:
Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management. IGARSS 2023: 650-653 - [c23]Chandrabali Karmakar, Arnab Bhowmik, Corneliu Octavian Dumitru, Mihai Datcu:
Risce- An Explainable ML Chain for Practical Sustainable Agriculture. IGARSS 2023: 7183-7185 - 2021
- [j15]Zhongling Huang, Corneliu Octavian Dumitru, Zongxu Pan, Bin Lei, Mihai Datcu:
Classification of Large-Scale High-Resolution SAR Images With Deep Transfer Learning. IEEE Geosci. Remote. Sens. Lett. 18(1): 107-111 (2021) - [j14]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) - [j13]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) - [c22]Zhongling Huang, Corneliu Octavian Dumitru, Jun Ren:
Physics-Aware Feature Learning of Sar Images with Deep Neural Networks: A Case Study. IGARSS 2021: 1264-1267 - [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 - [c20]Wei Yao, Corneliu Octavian Dumitru, Mihai Datcu:
An Active Learning Tool for the Generation of Earth Observation Image Benchmarks. IGARSS 2021: 5720-5723 - [i3]Zhongling Huang, Xiwen Yao, Corneliu Octavian Dumitru, Mihai Datcu, Junwei Han:
Physically Explainable CNN for SAR Image Classification. CoRR abs/2110.14144 (2021) - 2020
- [c19]Wei Yao, Anastasia Moumtzidou, Corneliu Octavian Dumitru, Stelios Andreadis, Ilias Gialampoukidis, Stefanos Vrochidis, Mihai Datcu, Ioannis Kompatsiaris:
Early and Late Fusion of Multiple Modalities in Sentinel Imagery and Social Media Retrieval. ICPR Workshops (7) 2020: 591-606 - [c18]Jean-Franç ois Rolland, Fabien Castel, Anne Haugommard, Michelle Aubrun, Wei Yao, Corneliu Octavian Dumitru, Mihai Datcu, Michal Bylicki, Ba-Huy Tran, Nathalie Aussenac-Gilles, Catherine Comparot, Cássia Trojahn:
Candela: A Cloud Platform for Copernicus Earth Observation Data Analytics. IGARSS 2020: 3104-3107 - [c17]Wei Yao, Corneliu Octavian Dumitru, Jose Lorenzo, Mihai Datcu:
Data Mining on the Candela Cloud Platform. IGARSS 2020: 6945-6948 - [i2]Zhongling Huang, Corneliu Octavian Dumitru, Zongxu Pan, Bin Lei, Mihai Datcu:
Classification of Large-Scale High-Resolution SAR Images with Deep Transfer Learning. CoRR abs/2001.01425 (2020)
2010 – 2019
- 2019
- [j12]Yuanhao Li, Dongyang Ao, Corneliu Octavian Dumitru, Cheng Hu, Mihai Datcu:
Super-resolution of geosynchronous synthetic aperture radar images using dialectical GANs. Sci. China Inf. Sci. 62(10): 209302:1-209302:3 (2019) - [c16]Manolis Koubarakis, Konstantina Bereta, Dimitris Bilidas, Konstantinos Giannousis, Theofilos Ioannidis, Despina-Athanasia Pantazi, George Stamoulis, Jim Dowling, Seif Haridi, Vladimir Vlassov, Lorenzo Bruzzone, Claudia Paris, Torbjørn Eltoft, Thomas Krämer, Angelos Charalambidis, Vangelis Karkaletsis, Stasinos Konstantopoulos, Theofilos Kakantousis, Mihai Datcu, Corneliu Octavian Dumitru, Florian Appel, Heike Bach, Silke Migdall, Nick Hughes, David Arthurs, Andrew Fleming:
From Copernicus Big Data to Extreme Earth Analytics. EDBT 2019: 690-693 - [c15]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 - [c14]Zhongling Huang, Corneliu Octavian Dumitru, Zongxu Pan, Bin Lei, Mihai Datcu:
Can a Deep Network Understand the Land Cover Across Sensors? IGARSS 2019: 9847-9850 - 2018
- [j11]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) - [j10]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) - [c13]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
- [c12]Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Image representation alternatives for the analysis of satellite image time series. MultiTemp 2017: 1-4 - 2016
- [j9]Wei Yao, Corneliu Octavian Dumitru, Otmar Loffeld, Mihai Datcu:
Semi-supervised Hierarchical Clustering for Semantic SAR Image Annotation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(5): 1993-2008 (2016) - [j8]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) - [c11]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
- [j7]Corneliu Octavian Dumitru, Shiyong Cui, Daniela Faur, Mihai Datcu:
Data Analytics for Rapid Mapping: Case Study of a Flooding Event in Germany and the Tsunami in Japan Using Very High Resolution SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(1): 114-129 (2015) - [j6]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) - [j5]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) - [c10]Corneliu Octavian Dumitru, Shiyong Cui, Mihai Datcu:
A study of multi-sensor satellite image indexing. JURSE 2015: 1-4 - 2014
- [c9]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 - [c8]Corneliu Octavian Dumitru, Shiyong Cui, Mihai Datcu:
Quantitative flood assessment: Case study of floods in Germany. IGARSS 2014: 3506-3509 - 2013
- [j4]Shiyong Cui, Corneliu Octavian Dumitru, Mihai Datcu:
Ratio-Detector-Based Feature Extraction for Very High Resolution SAR Image Patch Indexing. IEEE Geosci. Remote. Sens. Lett. 10(5): 1175-1179 (2013) - [j3]Corneliu Octavian Dumitru, Mihai Datcu:
Information Content of Very High Resolution SAR Images: Study of Feature Extraction and Imaging Parameters. IEEE Trans. Geosci. Remote. Sens. 51(8): 4591-4610 (2013) - [c7]Corneliu Octavian Dumitru, Mihai Datcu:
How many categories are in very high resolution SAR images? IGARSS 2013: 4257-4260 - 2012
- [j2]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) - [c6]Corneliu Octavian Dumitru, Mihai Datcu:
Study and assessment of selected primitive features behaviour for SAR image description. IGARSS 2012: 3596-3599 - [c5]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 - [c4]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
2000 – 2009
- 2008
- [c3]Inge Gavat, Corneliu Octavian Dumitru:
The ASRS_RL - A Research Platform for Spoken Language Recognition and Understanding Experiments. ICCSA (2) 2008: 1142-1157 - 2007
- [c2]Corneliu Octavian Dumitru, Inge Gavat, Diana Militaru:
Progresses in continuous speech recognition based on statistical modelling for romanian language. ICINCO-SPSMC 2007: 262-267 - 2006
- [c1]Corneliu Octavian Dumitru, Inge Gavat:
Features extraction and training strategies in continuous speech recognition for romanian language. ICINCO-SPSMC 2006: 114-121 - 2002
- [j1]Zica Valsan, Inge Gavat, Bogdan Sabac, Oana G. Cula, Ovidiu Grigore, Diana Militaru, Corneliu Octavian Dumitru:
Statistical and Hybrid Methods for Speech Recognition in Romanian. Int. J. Speech Technol. 5(3): 259-268 (2002)
Coauthor Index
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