Romanian Excellence Center on Artificial Intelligence in Earth Observation Data for Agriculture

Soil Moisture Estimation from Polarimetric SAR Using a Physics Aware AI Model

Autores: Lorenzo Giuliano Papale, Fabio Del Frate, Leila Guerriero, Giovanni Schiavon, Mario A. Acuña
Publicado en: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024, ISSN 2153-7003
Editor: IEEE
DOI: 10.1109/IGARSS53475.2024.10641372

Crop-Specific Effects of Data Augmentation on Classification Accuracy in Sentinel-2 Imagery

Autores: Luciana Majercsik, Alexandra Băicoianu, Ioana Cristina Plajer
Publicado en: 2025 18th International Conference on Engineering of Modern Electric Systems (EMES), 2025, ISSN 2836-9866
Editor: IEEE
DOI: 10.1109/EMES65692.2025.11045604

Hyperspectral Image Segmentation and Entropy Calculation for Qualitative Analysis of Grassland

Autores: Serban Oprisescu, Radu-Mihai Coliban, Mihai Ivanovici
Publicado en: 2023 International Symposium on Signals, Circuits and Systems (ISSCS), 2024
Editor: IEEE
DOI: 10.1109/ISSCS58449.2023.10190944

Are Vegetation Indices Really so Different: An Unsupervised Perspective

Autores: Andreea Niţu, Corneliu Florea, Mihai Ivanovici
Publicado en: 2024 International Symposium on Electronics and Telecommunications (ISETC), 2024, ISSN 2475-7861
Editor: IEEE
DOI: 10.1109/ISETC63109.2024.10797304

Hyperspectral Image Visualization Based on Maximum-Reflectance Wavelength Colorization

Autores: Kamal Marandskiy, Mihai Ivanovici
Publicado en: 2023 17th International Conference on Engineering of Modern Electric Systems (EMES), 2023
Editor: IEEE
DOI: 10.1109/EMES58375.2023.10171717

Statistical Inference Based on Sentinel-2 and in situ NDVI Measurements Using Monte Carlo Sampling

Autores: Mihai Ivanovici, Corneliu Florea, Artur Kazak
Publicado en: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024, ISSN 2153-7003
Editor: IEEE
DOI: 10.1109/IGARSS53475.2024.10641338

On-Board Multispectral Image Compression with an Artificial Intelligence Based Algorithm

Autores: Giorgia Guerrisi, Gianmarco Bencivenni, Giovanni Schiavon, Fabio Del Frate
Publicado en: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024, ISSN 2153-7003
Editor: IEEE
DOI: 10.1109/IGARSS53475.2024.10642517

Quantification of Hyperspectral Planes Effectiveness - A Semantic Segmentation Perspective

Autores: Corneliu Florea, Andrei Racoviteanu, Mihai Ivanovici
Publicado en: 2024 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2025, ISSN 2158-6276
Editor: IEEE
DOI: 10.1109/WHISPERS65427.2024.10876510

Annotating Satellite Images of Forests with Keywords from a Specialized Corpus in the Context of Change Detection

Autores: Nathalie Neptune, Josiane Mothe
Publicado en: 20th International Conference on Content-based Multimedia Indexing, 2023
Editor: ACM
DOI: 10.1145/3617233.3617242

Fuzzy Logic-Based Visualization and Interpretation of NDVI Maps

Autores: Andrei Racoviteanu, Artur Kazak, Nicolae Secrieru, Mihai Ivanovici
Publicado en: 2024 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2025, ISSN 2158-6276
Editor: IEEE
DOI: 10.1109/WHISPERS65427.2024.10876428

Machine Learning-Based Classification of Sentinel-1 Backscattering Coefficients Using Generated Plant Schematics

Autores: Kamal Marandskiy, Mihai Ivanovici, Stefan Popa
Publicado en: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024, ISSN 2153-7003
Editor: IEEE
DOI: 10.1109/IGARSS53475.2024.10640653

Quantitative Analysis of Vegetation Indices as Discriminators Between Different Crop Categories

Autores: Andreea Niţu, Corneliu Florea, Mihai Ivanovici
Publicado en: 2024 International Symposium on Electronics and Telecommunications (ISETC), 2024, ISSN 2475-7861
Editor: IEEE
DOI: 10.1109/ISETC63109.2024.10797364

Exponential Feature Extraction and Learning for Pixel-Wise Hyperspectral Image Compression

Autores: M. Ivanovici, K. Marandskiy
Publicado en: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, ISSN 2153-7003
Editor: IEEE
DOI: 10.1109/IGARSS52108.2023.10282126

Multi-year multi-crop correlation analysis in Brasov area

Autores: Ioana C. Plajer, Alexandra Băicoianu, Matei Debu, Maria Ștefan, Mihai Ivanovici, Corneliu Florea, Adrian Ghinea, Luciana Majercsik
Publicado en: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Edición XLVIII-M-7-2025, 2025, ISSN 2194-9034
Editor: Copernicus GmbH
DOI: 10.5194/ISPRS-ARCHIVES-XLVIII-M-7-2025-195-2025

AI-Based Visualization of Remotely-Sensed Spectral Images

Autores: Ioana Cristina Plajer, Alexandra Baicoianu, Luciana Majercsik
Publicado en: 2023 International Symposium on Signals, Circuits and Systems (ISSCS), 2023
Editor: IEEE
DOI: 10.1109/ISSCS58449.2023.10190908

Overcoming Segmentation Confusions in Prisma Hyperspectral Images

Autores: Serban Oprisescu, Andrei Racoviteanu, Mihai Ivanovici
Publicado en: 2025 International Symposium on Signals, Circuits and Systems (ISSCS), 2025, ISSN 2995-0236
Editor: IEEE
DOI: 10.1109/ISSCS66034.2025.11105651

Daily Land Surface Temperature from Multiple Earth Observation Data Fusion

Autores: Martina Frezza, Davide De Santis, Ilaria Petracca, Mario Papa, Giovanni Schiavon, Fabio Del Frate
Publicado en: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024, ISSN 2153-7003
Editor: IEEE
DOI: 10.1109/IGARSS53475.2024.10642030

Soil Roughness Estimation Using Fractal Analysis on Digital Images of Soil Surface

Autores: Kamal Marandskiy, Mihai Ivanovici
Publicado en: 2023 International Symposium on Signals, Circuits and Systems (ISSCS), 2023
Editor: IEEE
DOI: 10.1109/ISSCS58449.2023.10190895

AI Feature Extraction for Prisma Hyperspectral Data

Autores: Sarathchandrakumar T. Sasidharan, Davide De Santis, Marco Di Giacomo, Gianmarco Bencivenni, Fabio Del Frate, Gabriele Curci, Ana Carolina Amarillo, Francesca Barnaba, Luca Di Liberto, Ferdinando Pasqualini, Cristiana Bassani, Silvia Scifoni, Stefano Casadio, Alessandra Cofano, Massimo Cardaci, Giorgio Licciardi
Publicado en: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024, ISSN 2153-7003
Editor: IEEE
DOI: 10.1109/IGARSS53475.2024.10642906

Exponential Features in the Fourier Domain for Prisma Hyperspectral Image Segmentation

Autores: M. Ivanovici, S. Oprisescu, R.M. Coliban, K. Marandskiy
Publicado en: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, ISSN 2153-7003
Editor: IEEE
DOI: 10.1109/IGARSS52108.2023.10282239

Multispectral Fractal Image Analysis for Soil Roughness Estimation at Various Altitudes

Autores: K. Marandskiy, M. Ivanovici, S. Corcodel, S. Costache
Publicado en: 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2024, ISSN 2158-6276
Editor: IEEE
DOI: 10.1109/WHISPERS61460.2023.10431360

NDVI Computation from Hyperspectral Images

Autores: I. C. Plajer, A. Băicoianu, L. Majercsik, M. Ivanovici
Publicado en: 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2024, ISSN 2158-6276
Editor: IEEE
DOI: 10.1109/WHISPERS61460.2023.10431225

Inteligență artificială

Autores: Florea, Corneliu; Florea, Laura
Publicado en: Edición 978-606-19-1653-5, 2023
Editor: Transilvania University Press
DOI: 10.5281/ZENODO.15649271

Images and CNN applications in smart agriculture

Autores: Mohammad El Sakka, Josiane Mothe, Mihai Ivanovici
Publicado en: European Journal of Remote Sensing, Edición 57, 2024, ISSN 2279-7254
Editor: Informa UK Limited
DOI: 10.1080/22797254.2024.2352386

NDVI and Beyond: Vegetation Indices as Features for Crop Recognition and Segmentation in Hyperspectral Data

Autores: Andreea Nițu, Corneliu Florea, Mihai Ivanovici, Andrei Racoviteanu
Publicado en: Sensors, Edición 25, 2025, ISSN 1424-8220
Editor: MDPI AG
DOI: 10.3390/S25123817

IEEE Geoscience and Remote Sensing Letters

Autores: Daniele Settembre; Davide De Santis; Giovanni Schiavon; Fabio Del Frate
Publicado en: IEEE Geoscience and Remote Sensing Letters, 2025, ISSN 1545-598X
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LGRS.2025.3539870

Crop Identification with Monte Carlo Simulations and Rotation Models from Sentinel-2 Data

Autores: Andrei Racoviteanu, Andreea Nițu, Corneliu Florea, Mihai Ivanovici
Publicado en: AgriEngineering, Edición 7, 2025, ISSN 2624-7402
Editor: MDPI AG
DOI: 10.3390/AGRIENGINEERING7080259

Multisource Remote Sensing Data Visualization Using Machine Learning

Autores: Ioana Cristina Plajer, Alexandra Băicoianu, Luciana Majercsik, Mihai Ivanovici
Publicado en: IEEE Transactions on Geoscience and Remote Sensing, Edición 62, 2024, ISSN 0196-2892
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TGRS.2024.3372639

Deep automatic soil roughness estimation from digital images

Autores: Ivanovici, Mihai; Popa, Stefan; Marandskiy, Kamal; Florea, Corneliu
Publicado en: European Journal of Remote Sensing, Edición 2342955, 2024, ISSN 2279-7254
Editor: Taylor & Francis
DOI: 10.5281/ZENODO.11076633

Adaptive Select Loss Strategy for Semantic Segmentation of Agricultural Crop Images

Autores: Corneliu Florea, Laura Florea, Mihai Ivanovici
Publicado en: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Edición 18, 2025, ISSN 1939-1404
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JSTARS.2025.3589635

Comparing Blind Image Quality Metrics for Reliable Image Assessment

Autores: Cristian George Fieraru, Maria Biserică, Ioana Cristina Plajer, Mihai Ivanovici
Publicado en: IEEE Access, Edición 13, 2025, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3583029

NDVI Time Series Reconstruction Using Morphological Filtering

Autores: Radu-Mihai Coliban, Mihai Ivanovici
Publicado en: National Academy Science Letters, 2025, ISSN 0250-541X
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S40009-025-01833-W

DACIA5: a Sentinel-1 and Sentinel-2 dataset for agricultural crop identification applications

Autores: A. Băicoianu, I. C. Plajer, M. Debu, M. Ștefan, M. Ivanovici, C. Florea, A. Cațaron, R. M. Coliban, Ș. Popa, Ș. Oprișescu, A. Racovițeanu, Gh. Olteanu, K. Marandskiy, A. Ghinea, A. Kazak, L. Majercsik, A. Manea, L. Dogar
Publicado en: Big Earth Data, 2025, ISSN 2096-4471
Editor: Informa UK Limited
DOI: 10.1080/20964471.2025.2512685

Multimedia Tools and Applications

Autores: Nathalie Neptune; Josiane Mothe
Publicado en: Multimedia Tools and Applications, 2024, ISSN 1380-7501
Editor: Springer Nature
DOI: 10.1007/S11042-024-20015-2

A Framework for Innovation in Earth Observation Applications for Agriculture

Autores: M. Ivanovici; K. Marandskiy; G. Olteanu; A. Manea; L. Dogar
Publicado en: Bulletin of the Transilvania University of Brasov. Series I - Engineering Sciences, Edición 1, 2024, ISSN 2065-2119
Editor: Transilvania University Press
DOI: 10.31926/BUT.ENS.2023.16.65.1.3

A Review of CNN Applications in Smart Agriculture Using Multimodal Data

Autores: Mohammad El Sakka, Mihai Ivanovici, Lotfi Chaari, Josiane Mothe
Publicado en: Sensors, Edición 25, 2025, ISSN 1424-8220
Editor: MDPI AG
DOI: 10.3390/S25020472

A Multi-Spectral Fractal Image Model and Its Associated Fractal Dimension Estimator

Autores: M. Ivanovici
Publicado en: Fractal and Fractional, Edición 7(3), 2023, ISSN 2504-3110
Editor: MDPI
DOI: 10.5281/zenodo.11075084

Spectral image data aggregation for multisource data augmentation

Autores: R. I. Luca, A. Baicoianu, I. C. Plajer
Publicado en: European Journal of Remote Sensing, Edición 58, 2025, ISSN 2279-7254
Editor: Informa UK Limited
DOI: 10.1080/22797254.2025.2492295

Digital Transformation in Agriculture

Autores: Ivanovici, Mihai; Olteanu, Gheorghe; Florea, corneliu; Coliban, Radu-Mihai; Stefan, Maria; Marandskiy, Kamal
Publicado en: 2024
Editor: Springer, Cham
DOI: 10.1007/978-3-031-63337-9_9

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