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

Project Information

AI4AGRI

Grant agreement ID: 101079136

DOI

10.3030/101079136

Project closed

EC signature date 15 July 2022

Start date 1 October 2022

End date 30 September 2025

Funded under

• Widening participation and spreading excellence

Total cost

€ 1 412 360,00

EU contribution

€ 1 412 360,00

Coordinated by

UNIVERSITATEA TRANSILVANIA DIN BRASOV
Romania

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Monographic books (1)

Inteligență artificială

Author(s): Florea, Corneliu; Florea, Laura
Published in: Issue 978-606-19-1653-5, 2023
Publisher: Transilvania University Press
DOI: 10.5281/ZENODO.15649271

Peer reviewed articles (12)

Images and CNN applications in smart agriculture

Author(s): Mohammad El Sakka, Josiane Mothe, Mihai Ivanovici
Published in: European Journal of Remote Sensing, Issue 57, 2024, ISSN 2279-7254
Publisher: Informa UK Limited
DOI: 10.1080/22797254.2024.2352386

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

Author(s): Andreea Nițu, Corneliu Florea, Mihai Ivanovici, Andrei Racoviteanu
Published in: Sensors, Issue 25, 2025, ISSN 1424-8220
Publisher: MDPI AG
DOI: 10.3390/S25123817

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

Author(s): Andrei Racoviteanu, Andreea Nițu, Corneliu Florea, Mihai Ivanovici
Published in: AgriEngineering, Issue 7, 2025, ISSN 2624-7402
Publisher: MDPI AG
DOI: 10.3390/AGRIENGINEERING7080259

Multisource Remote Sensing Data Visualization Using Machine Learning

Author(s): Ioana Cristina Plajer, Alexandra Băicoianu, Luciana Majercsik, Mihai Ivanovici
Published in: IEEE Transactions on Geoscience and Remote Sensing, Issue 62, 2024, ISSN 0196-2892
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TGRS.2024.3372639

Deep automatic soil roughness estimation from digital images

Author(s): Ivanovici, Mihai; Popa, Stefan; Marandskiy, Kamal; Florea, Corneliu
Published in: European Journal of Remote Sensing, Issue 2342955, 2024, ISSN 2279-7254
Publisher: Taylor & Francis
DOI: 10.5281/ZENODO.11076633

Adaptive Select Loss Strategy for Semantic Segmentation of Agricultural Crop Images

Author(s): Corneliu Florea, Laura Florea, Mihai Ivanovici
Published in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Issue 18, 2025, ISSN 1939-1404
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JSTARS.2025.3589635

Comparing Blind Image Quality Metrics for Reliable Image Assessment

Author(s): Cristian George Fieraru, Maria Biserică, Ioana Cristina Plajer, Mihai Ivanovici
Published in: IEEE Access, Issue 13, 2025, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3583029

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

Author(s): 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
Published in: Big Earth Data, 2025, ISSN 2096-4471
Publisher: Informa UK Limited
DOI: 10.1080/20964471.2025.2512685

A Framework for Innovation in Earth Observation Applications for Agriculture

Author(s): M. Ivanovici; K. Marandskiy; G. Olteanu; A. Manea; L. Dogar
Published in: Bulletin of the Transilvania University of Brasov. Series I - Engineering Sciences, Issue 1, 2024, ISSN 2065-2119
Publisher: Transilvania University Press
DOI: 10.31926/BUT.ENS.2023.16.65.1.3

A Review of CNN Applications in Smart Agriculture Using Multimodal Data

Author(s): Mohammad El Sakka, Mihai Ivanovici, Lotfi Chaari, Josiane Mothe
Published in: Sensors, Issue 25, 2025, ISSN 1424-8220
Publisher: MDPI AG
DOI: 10.3390/S25020472

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

Author(s): M. Ivanovici
Published in: Fractal and Fractional, Issue 7(3), 2023, ISSN 2504-3110
Publisher: MDPI
DOI: 10.5281/zenodo.11075084

Spectral image data aggregation for multisource data augmentation

Author(s): R. I. Luca, A. Baicoianu, I. C. Plajer
Published in: European Journal of Remote Sensing, Issue 58, 2025, ISSN 2279-7254
Publisher: Informa UK Limited
DOI: 10.1080/22797254.2025.2492295

Book chapters (1)

Digital Transformation in Agriculture

Author(s): Ivanovici, Mihai; Olteanu, Gheorghe; Florea, corneliu; Coliban, Radu-Mihai; Stefan, Maria; Marandskiy, Kamal
Published in: 2024
Publisher: Springer, Cham
DOI: 10.1007/978-3-031-63337-9_9