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Publication search results
found 67 matches
- 2024
- 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
- Ulrich Abel, Octavian Agratini, Mircea Ivan:
Asymptotic properties of Kantorovich-type Szász-Mirakjan operators of higher order. Math. Found. Comput. 6(3): 290-302 (2023) - 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) - 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) - 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 - Chandrabali Karmakar, Arnab Bhowmik, Corneliu Octavian Dumitru, Mihai Datcu:
Risce- An Explainable ML Chain for Practical Sustainable Agriculture. IGARSS 2023: 7183-7185 - 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 - 2022
- Octavian Grigorescu, Alexandra Minea, Tiberiu Dumitru, Razvan Rughinis:
Probability and Attack Graph models in Contextual Risk Scoring System. RoEduNet 2022: 1-9 - 2021
- 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) - 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) - 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) - Wei Yao, Corneliu Octavian Dumitru, Mihai Datcu:
An Active Learning Tool for the Generation of Earth Observation Image Benchmarks. IGARSS 2021: 5720-5723 - 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 - 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 - Zhongling Huang, Xiwen Yao, Corneliu Octavian Dumitru, Mihai Datcu, Junwei Han:
Physically Explainable CNN for SAR Image Classification. CoRR abs/2110.14144 (2021) - 2020
- Octavian Ionescu, Cristina Besleaga, Viorel Dumitru, Emil Pricop:
UAV identification system based on memristor physical unclonable functions. ECAI 2020: 1-4 - 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 - Wei Yao, Corneliu Octavian Dumitru, Jose Lorenzo, Mihai Datcu:
Data Mining on the Candela Cloud Platform. IGARSS 2020: 6945-6948 - 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 - 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) - 2019
- 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) - Octavian Ionescu, Viorel Dumitru, Emil Pricop, Octavian Buiu, Cornel Cobianu, Mihai Raneti, Stefan Pircalabu, Costin Marica:
On the development of a robust cyber security system for Internet of Things devices. ECAI 2019: 1-5 - 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 - Octavian Arsene, Corina Postelnicu, Wenbo Wang, Elena Simona Lohan, Dumitru-Iulian Nastac:
An Architecture for Indoor Location-Aided Services based on Collaborative Industrial Robotic Platforms. ICL-GNSS 2019: 1-6 - 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 - 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
- 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) - 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) - Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Evaluation of Retrieved Categories from a Terrasar-X Benchmarking Data Set. IGARSS 2018: 2400-2403 - 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)
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