Corneliu Octavian Dumitru

Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR) — Germany

Engineering · Physical Sciences

15h-index952citations114works1.62yr avg
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Research Topics

Remote-Sensing Image Classification(42), Image Retrieval and Classification Techniques(35), Advanced Image and Video Retrieval Techniques(29), Speech Recognition and Synthesis(12), Synthetic Aperture Radar (SAR) Applications and Techniques(12)

Publications114 total

Selection of Spectral Bands for the Detection of Dedicated Semantic Classes in Satellite Disaster Images by Latent Dirichlet Allocation
Earth and environmental sciences library·2026
Towards Explainable Machine Learning from Remote Sensing to Medical Images—Merging Medical and Environmental Data into Public Health Knowledge Maps
Machine Learning and Knowledge Extraction·2025Open Access
ULearn: An Explainable Uncertainty-Aware Machine Learning Tool for Unsupervised Classification
2025
Analyse sémantique de séries chronologiques d’images satellitaires
2024
Forest Disturbance Detection via Self-Supervised and Transfer Learning With Sentinel-1&2 Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2024· 8 citedOpen Access
Quantum Computing for Climate Change Detection, Climate Modeling, and Climate Digital Twin
2023· 6 citedOpen Access
Quantum Computing for Climate Change Detection, Climate Modeling, and Climate Digital Twin
2023· 8 citedOpen Access
Risce- An Explainable ML Chain for Practical Sustainable Agriculture
2023
Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management
2023· 2 citedOpen Access
Detection of Settlements in Tanzania and Mozambique by Many Regional Few-Shot Models
2023· 2 citedOpen Access
AL4SLEO: An Active Learning Solution for the Semantic Labelling of Earth Observation Satellite Images—Part 2
Springer tracts in nature-inspired computing·2023
AL4SLEO: An Active Learning Solution for the Semantic Labelling of Earth Observation Satellite Images—Part 1
Springer tracts in nature-inspired computing·2023· 2 cited
Automatic Detection of Building Displacements Through Unsupervised Learning From InSAR Data
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2023· 11 citedOpen Access
A Visualization Framework for Unsupervised Analysis of Latent Structures in SAR Image Time Series
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2023· 5 citedOpen Access
Physically explainable CNN for SAR image classification
ISPRS Journal of Photogrammetry and Remote Sensing·2022· 82 citedOpen Access
A Domain-Change Approach to the Semantic Labelling of Remote Sensing Images
2022Open Access
Semantic Analysis of Satellite Image Time Series
2021· 1 cited
Physically Explainable CNN for SAR Image Classification
arXiv (Cornell University)·2021· 1 citedOpen Access
Machine Learning-Based Paradigm for Boosting the Semantic Annotation of EO Images
2021
Physics-Aware Feature Learning of Sar Images with Deep Neural Networks: A Case Study
2021· 11 cited
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Frequent Co-authors

Mihai Datcu(39), Gottfried Schwarz(20), Shiyong Cui(7), Inge Gavăt(5), Daniela Espinoza-Molina(4), José‐María Montero(4), Zhongling Huang(3), Dongyang Ao(3), Manolis Koubarakis(3), Charalampos Nikolaou(2), Konstantina Bereta(2), Chandrabali Karmakar(2), Michael Sioutis(2), Rıdvan Salih Kuzu(2), Sudipan Saha(2), Wei Yao(2), Anna Pulak-Siwiec(2), Bartosz Kulawik(2), Soronzonbold Otgonbaatar(2), Olli Nurmi(2)