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

Informacje na temat projektu

AI4AGRI

Identyfikator umowy o grant: 101079136

DOI

10.3030/101079136

Projekt został zamknięty

Data podpisania przez KE 15 Lipca 2022

Data rozpoczęcia 1 Października 2022

Data zakończenia 30 Września 2025

Finansowanie w ramach

• Widening participation and spreading excellence

Koszt całkowity

€ 1 412 360,00

Wkład UE

€ 1 412 360,00

Koordynowany przez

UNIVERSITATEA TRANSILVANIA DIN BRASOV
Romania

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Publikacje

Conference proceedings (22)

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

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

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

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

Hyperspectral Image Segmentation and Entropy Calculation for Qualitative Analysis of Grassland

Autorzy: Serban Oprisescu, Radu-Mihai Coliban, Mihai Ivanovici
Opublikowane w: 2023 International Symposium on Signals, Circuits and Systems (ISSCS), 2024
Wydawca: IEEE
DOI: 10.1109/ISSCS58449.2023.10190944

Are Vegetation Indices Really so Different: An Unsupervised Perspective

Autorzy: Andreea Niţu, Corneliu Florea, Mihai Ivanovici
Opublikowane w: 2024 International Symposium on Electronics and Telecommunications (ISETC), 2024, ISSN 2475-7861
Wydawca: IEEE
DOI: 10.1109/ISETC63109.2024.10797304

Hyperspectral Image Visualization Based on Maximum-Reflectance Wavelength Colorization

Autorzy: Kamal Marandskiy, Mihai Ivanovici
Opublikowane w: 2023 17th International Conference on Engineering of Modern Electric Systems (EMES), 2023
Wydawca: IEEE
DOI: 10.1109/EMES58375.2023.10171717

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

Autorzy: Mihai Ivanovici, Corneliu Florea, Artur Kazak
Opublikowane w: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024, ISSN 2153-7003
Wydawca: IEEE
DOI: 10.1109/IGARSS53475.2024.10641338

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

Autorzy: Giorgia Guerrisi, Gianmarco Bencivenni, Giovanni Schiavon, Fabio Del Frate
Opublikowane w: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024, ISSN 2153-7003
Wydawca: IEEE
DOI: 10.1109/IGARSS53475.2024.10642517

Quantification of Hyperspectral Planes Effectiveness - A Semantic Segmentation Perspective

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

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

Autorzy: Nathalie Neptune, Josiane Mothe
Opublikowane w: 20th International Conference on Content-based Multimedia Indexing, 2023
Wydawca: ACM
DOI: 10.1145/3617233.3617242

Fuzzy Logic-Based Visualization and Interpretation of NDVI Maps

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

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

Autorzy: Kamal Marandskiy, Mihai Ivanovici, Stefan Popa
Opublikowane w: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024, ISSN 2153-7003
Wydawca: IEEE
DOI: 10.1109/IGARSS53475.2024.10640653

Quantitative Analysis of Vegetation Indices as Discriminators Between Different Crop Categories

Autorzy: Andreea Niţu, Corneliu Florea, Mihai Ivanovici
Opublikowane w: 2024 International Symposium on Electronics and Telecommunications (ISETC), 2024, ISSN 2475-7861
Wydawca: IEEE
DOI: 10.1109/ISETC63109.2024.10797364

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

Autorzy: M. Ivanovici, K. Marandskiy
Opublikowane w: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, ISSN 2153-7003
Wydawca: IEEE
DOI: 10.1109/IGARSS52108.2023.10282126

Multi-year multi-crop correlation analysis in Brasov area

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

AI-Based Visualization of Remotely-Sensed Spectral Images

Autorzy: Ioana Cristina Plajer, Alexandra Baicoianu, Luciana Majercsik
Opublikowane w: 2023 International Symposium on Signals, Circuits and Systems (ISSCS), 2023
Wydawca: IEEE
DOI: 10.1109/ISSCS58449.2023.10190908

Overcoming Segmentation Confusions in Prisma Hyperspectral Images

Autorzy: Serban Oprisescu, Andrei Racoviteanu, Mihai Ivanovici
Opublikowane w: 2025 International Symposium on Signals, Circuits and Systems (ISSCS), 2025, ISSN 2995-0236
Wydawca: IEEE
DOI: 10.1109/ISSCS66034.2025.11105651

Daily Land Surface Temperature from Multiple Earth Observation Data Fusion

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

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

Autorzy: Kamal Marandskiy, Mihai Ivanovici
Opublikowane w: 2023 International Symposium on Signals, Circuits and Systems (ISSCS), 2023
Wydawca: IEEE
DOI: 10.1109/ISSCS58449.2023.10190895

AI Feature Extraction for Prisma Hyperspectral Data

Autorzy: 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
Opublikowane w: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024, ISSN 2153-7003
Wydawca: IEEE
DOI: 10.1109/IGARSS53475.2024.10642906

Exponential Features in the Fourier Domain for Prisma Hyperspectral Image Segmentation

Autorzy: M. Ivanovici, S. Oprisescu, R.M. Coliban, K. Marandskiy
Opublikowane w: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, ISSN 2153-7003
Wydawca: IEEE
DOI: 10.1109/IGARSS52108.2023.10282239

Multispectral Fractal Image Analysis for Soil Roughness Estimation at Various Altitudes

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

NDVI Computation from Hyperspectral Images

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

Monographic books (1)

Inteligență artificială

Autorzy: Florea, Corneliu; Florea, Laura
Opublikowane w: Numer 978-606-19-1653-5, 2023
Wydawca: Transilvania University Press
DOI: 10.5281/ZENODO.15649271

Peer reviewed articles (15)

Images and CNN applications in smart agriculture

Autorzy: Mohammad El Sakka, Josiane Mothe, Mihai Ivanovici
Opublikowane w: European Journal of Remote Sensing, Numer 57, 2024, ISSN 2279-7254
Wydawca: Informa UK Limited
DOI: 10.1080/22797254.2024.2352386

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

Autorzy: Andreea Nițu, Corneliu Florea, Mihai Ivanovici, Andrei Racoviteanu
Opublikowane w: Sensors, Numer 25, 2025, ISSN 1424-8220
Wydawca: MDPI AG
DOI: 10.3390/S25123817

IEEE Geoscience and Remote Sensing Letters

Autorzy: Daniele Settembre; Davide De Santis; Giovanni Schiavon; Fabio Del Frate
Opublikowane w: IEEE Geoscience and Remote Sensing Letters, 2025, ISSN 1545-598X
Wydawca: 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

Autorzy: Andrei Racoviteanu, Andreea Nițu, Corneliu Florea, Mihai Ivanovici
Opublikowane w: AgriEngineering, Numer 7, 2025, ISSN 2624-7402
Wydawca: MDPI AG
DOI: 10.3390/AGRIENGINEERING7080259

Multisource Remote Sensing Data Visualization Using Machine Learning

Autorzy: Ioana Cristina Plajer, Alexandra Băicoianu, Luciana Majercsik, Mihai Ivanovici
Opublikowane w: IEEE Transactions on Geoscience and Remote Sensing, Numer 62, 2024, ISSN 0196-2892
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TGRS.2024.3372639

Deep automatic soil roughness estimation from digital images

Autorzy: Ivanovici, Mihai; Popa, Stefan; Marandskiy, Kamal; Florea, Corneliu
Opublikowane w: European Journal of Remote Sensing, Numer 2342955, 2024, ISSN 2279-7254
Wydawca: Taylor & Francis
DOI: 10.5281/ZENODO.11076633

Adaptive Select Loss Strategy for Semantic Segmentation of Agricultural Crop Images

Autorzy: Corneliu Florea, Laura Florea, Mihai Ivanovici
Opublikowane w: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Numer 18, 2025, ISSN 1939-1404
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JSTARS.2025.3589635

Comparing Blind Image Quality Metrics for Reliable Image Assessment

Autorzy: Cristian George Fieraru, Maria Biserică, Ioana Cristina Plajer, Mihai Ivanovici
Opublikowane w: IEEE Access, Numer 13, 2025, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3583029

NDVI Time Series Reconstruction Using Morphological Filtering

Autorzy: Radu-Mihai Coliban, Mihai Ivanovici
Opublikowane w: National Academy Science Letters, 2025, ISSN 0250-541X
Wydawca: 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

Autorzy: 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
Opublikowane w: Big Earth Data, 2025, ISSN 2096-4471
Wydawca: Informa UK Limited
DOI: 10.1080/20964471.2025.2512685

Multimedia Tools and Applications

Autorzy: Nathalie Neptune; Josiane Mothe
Opublikowane w: Multimedia Tools and Applications, 2024, ISSN 1380-7501
Wydawca: Springer Nature
DOI: 10.1007/S11042-024-20015-2

A Framework for Innovation in Earth Observation Applications for Agriculture

Autorzy: M. Ivanovici; K. Marandskiy; G. Olteanu; A. Manea; L. Dogar
Opublikowane w: Bulletin of the Transilvania University of Brasov. Series I - Engineering Sciences, Numer 1, 2024, ISSN 2065-2119
Wydawca: Transilvania University Press
DOI: 10.31926/BUT.ENS.2023.16.65.1.3

A Review of CNN Applications in Smart Agriculture Using Multimodal Data

Autorzy: Mohammad El Sakka, Mihai Ivanovici, Lotfi Chaari, Josiane Mothe
Opublikowane w: Sensors, Numer 25, 2025, ISSN 1424-8220
Wydawca: MDPI AG
DOI: 10.3390/S25020472

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

Autorzy: M. Ivanovici
Opublikowane w: Fractal and Fractional, Numer 7(3), 2023, ISSN 2504-3110
Wydawca: MDPI
DOI: 10.5281/zenodo.11075084

Spectral image data aggregation for multisource data augmentation

Autorzy: R. I. Luca, A. Baicoianu, I. C. Plajer
Opublikowane w: European Journal of Remote Sensing, Numer 58, 2025, ISSN 2279-7254
Wydawca: Informa UK Limited
DOI: 10.1080/22797254.2025.2492295

Book chapters (1)

Digital Transformation in Agriculture

Autorzy: Ivanovici, Mihai; Olteanu, Gheorghe; Florea, corneliu; Coliban, Radu-Mihai; Stefan, Maria; Marandskiy, Kamal
Opublikowane w: 2024
Wydawca: Springer, Cham
DOI: 10.1007/978-3-031-63337-9_9