International peer-reviewed journals
Band Reconstruction Using a Modified UNet for Sentinel-2 Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 6739–6757
Cross-Bands Information Transfer to Offset Ambiguities and Atmospheric Phenomena for Multispectral Data Visualization
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 11297–11310 · WOS:000719563200008
Multispectral Data Analysis for Semantic Assessment — A SNAP Framework for Sentinel-2 Use Case Scenarios
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 13, pp. 4429–4442 · WOS:000560653900004
Understanding Heterogeneous EO Datasets — A Framework for Semantic Representations
IEEE Access, vol. 6, pp. 11184–11202 · ISSN: 2169-3536 · WOS:000427986600001
Joint SAR Image Time Series and PSInSAR Data Analytics: A LDA Based Approach
Remote Sensing, vol. 10, no. 9, pp. 1436–1457, MDPI · ISSN: 2072-4292 · WOS:000449993800116
Feature Extraction for Patch-Based Classification of Multispectral Earth Observation Images
IEEE Geoscience and Remote Sensing Letters, vol. 13, no. 6, pp. 865–869 · WOS:000378261100025
Latent Dirichlet Allocation for Spatial Analysis of Satellite Images
IEEE Transactions on Geoscience and Remote Sensing, vol. 51, no. 5, pp. 2770–2786 · WOS:000318428700022
A Latent Analysis of Earth Surface Dynamic Evolution Using Change Map Time Series
IEEE Transactions on Geoscience and Remote Sensing, vol. 51, no. 4, pp. 2105–2118 · WOS:000318426400022
International conference proceedings
Large Language Models with Retrieval Augmented Generation to Streamline Sentinel-2 Data Description
IGARSS 2025, Brisbane, Australia, pp. 1022–1026
Harmonizing One Health and Earth Observation to Unravel Climate Change Impact on Vector-Borne Transmitted Disease
2024 Advanced Topics on Measurement and Simulation (ATOMS), Constanta, Romania, pp. 38–41
A Latent Analysis of a Super-Resolved Sentinel-2 Data Cube for Green Urban Infrastructure Health Monitoring
IGARSS 2023, Pasadena, CA, USA, pp. 5700–5703 · WOS:001098971605211
Haze and Smoke Removal for Visualization of Multispectral Images: A DNN Physics Aware Architecture
IGARSS 2021, Brussels, Belgium, pp. 2102–2105 · WOS:001250139802075
Assessment of Burned Area Mapping Methods for Smoke Covered Sentinel-2 Data
2020 13th International Conference on Communications (COMM), Bucharest, Romania · WOS:000612723900034
Exploratory Search Methodology for Sentinel-2 Data: A Prospect of Both Visual and Latent Characteristics
IGARSS 2019, Yokohama, Japan, pp. 10063–10066 · WOS:000519270601060
Improved Earth Observation Data Retrieval Through Hashing Algorithms
IGARSS 2019, Yokohama, Japan, pp. 5909–5912 · WOS:000519270605171
Exploratory Visual Analysis of Multispectral EO Images Based on DNN
IGARSS 2018, Valencia, Spain, pp. 2079–2082 · WOS:000451039802058
Temporal Analysis of SAR Imagery for Permanent and Evolving Earth Land Cover Behavior Assessment
9th International Workshop on Analysis of Multitemporal Remote Sensing Images (MultiTemp), Bruges, Belgium · WOS:000427092400064
An Active-Learning Approach to the Query by Example Retrieval in Remote Sensing Images
IEEE 11th International Conference on Communications (COMM), Bucharest, Romania, pp. 377–380 · WOS:000383221900078
Compound and Configurable Framework for Exploratory Earth Observation Data Analysis
IGARSS 2016, Beijing, China, pp. 5492–5495 · WOS:000388114605107
A Validation of ICA Decomposition for PolSAR Images by Using Measures of Normalized Compression Distance
IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, pp. 2369–2373 · WOS:000371977802098
A New Comprehensive Approach for Earth Observation Scene Classification Using Joint Image and Text Analysis
IGARSS 2014, Quebec City, Canada, pp. 1658–1661 · WOS:000349688102099
Deep Learning in Very High Resolution Remote Sensing Image Information Mining Communication Concept
20th European Signal Processing Conference (EUSIPCO), Bucharest, Romania, pp. 2506–2510 · WOS:000310623800504
A Remote Sensing Image Processing Framework for Damage Assessment in a Forest Fire Scenario
20th European Signal Processing Conference (EUSIPCO), Bucharest, Romania, pp. 2496–2500 · WOS:000310623800502
Knowledge Based Information Mining for Urban Classification Using Multispectral High Resolution Images
ISSCS 2011, Iasi, Romania · WOS:000337925400079
Semantic Annotation of High Resolution TerraSAR-X Images Using Information Mining
ISSCS 2011, Iasi, Romania · WOS:000337925400080
User Image Mining for Natural Hazards
IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), Cluj-Napoca, Romania · WOS:000419281500148
Data Mining and Spatial Reasoning for Satellite Image Characterization
8th International Conference on Communications (COMM), Bucharest, Romania, pp. 173–176 · WOS:000299870700041
An Information Theory Based Image Processing Chain for Change Detection in Earth Observation
15th International Conference on Systems, Signals and Image Processing (IWSSIP), Bratislava, Slovakia, pp. 129–132 · WOS:000259363700033
Books & book chapters
A Scientific Perspective on Big Data in Earth Observation
Principles of Data Science, Transactions on Computational Science and Computational Intelligence. Springer International Publishing · eISBN: 978-3-030-43981-1
Dictionary-Based Compact Data Representation for Very High Resolution Earth Observation Image Classification
Advanced Concepts for Intelligent Vision Systems (ACIVS 2015), Catania, Italy, pp. 816–825. Springer Berlin Heidelberg · ISSN: 0302-9743 · WOS:000374794500070
Semantic Map Generation from Satellite Images for Humanitarian Scenarios Applications
Advanced Concepts for Intelligent Vision Systems, Lecture Notes in Computer Science, vol. 5259, pp. 808–817 · WOS:000262163800073
Mining Image Symbols and Semantics
Doctoral thesis · University Politehnica of Bucharest, 2011