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Training material for ESRs
https://ai4agri.unitbv.ro/wp-content/uploads/2024/08/AI4AGRI-Traning-material-for-ESRs.pdf
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Soil Roughness Estimation using Digital Images and Artificial Intelligence
http://ai4agri.unitbv.ro/wp-content/uploads/2024/07/AI4AGRI-soil-roughness-estimation-slides.pdf
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AI4AGRI Summer School 2024 support material
https://ai4agri.unitbv.ro/wp-content/uploads/2024/05/AI4AGRI_Summer_school_2024.pdf
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The two defended theses were a success!
Ilaria Petracca / Ilaria PetraccaGiorgia Guerrisi 📍Università di Roma “Tor Vergata” Italy 📅Fri. 26 July. 2024 – 10h30 / 11h30 (Italy/Romania)
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Advanced Methodologies for Atmospheric Remote Sensing using AI
Ilaria Petracca 📍Università di Roma “Tor Vergata” Italy 📅Fri. 26 July. 2024 – 10h30 / 11h30 (Italy/Romania)
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Application of AI algorithms for satellite on-board image processing
Giorgia Guerrisi 📍Università di Roma “Tor Vergata” Italy 📅Fri. 26 July. 2024 – 10h30 / 11h30 (Italy/Romania)
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AI in Smart Agriculture
🧑Mohammad El Sakka 📍Salle des thèses, IRIT – Toulouse (France) 📅Wed. 3 July. 2024 – 2 pm (Fr time) | 3 pm (Ro time)
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Image analysis (features, segmentation) for applications in agriculture
🧑Serban Opriescu 📍Salle des thèses, IRIT – Toulouse (France) 📅Wed. 25 September 2024 – 11:00 (Fr time) | 12:00 (Ro time)
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DoCO 2024 présentation: Crop Identification Using Sentinel 1 and Sentinel 2 Data
🧑Kamal Marandinskiy 📍41A, Iuliu Maniu St., Brașov (Romania) 📅Wed. 26 June 2024 – 15:30 (Ro time) | 14:30 (Fr time)
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AI4AGRI Summer school 2024
📍Transilvania University of Brașov 📅 8 – 14 May 2024
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Deep automatic soil roughness estimation from digital images
📅 March 2024 🧑 M Ivanovici, S Popa, K Marandskiy, C Florea #Soil roughness #convolutional neural networks #VGG-11 #ResNet-18
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Multisource Remote Sensing Data Visualization using Machine Learning
📅 March 2024 🧑 I. Cristina Plajer, A. Băicoianu, L. Majercsik, M. Ivanovici #Multisource multispectral (MS) and hyperspectral (HS) images #neural network #normalization #remote sensing #standardization #visualization
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Anomaly and specificity in agricultural crops Workshop
📍 National Institute of Research – Development for Potato and Sugar Beet, Brasov, Romania 📅 22 February 2024
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SPOC Entrepreneurship
https://www.space-academy.it/course/startechprogram
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SPOC Soft Skills
https://www.space-academy.it/course/spocsoftskill
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SPOC Machine Learning for Earth Observation (ML4EO)
https://www.space-academy.it/course/machinelearningeo
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2nd workshop on soil roughness estimation using digital images and artificial intelligence
📍 IRIT, Toulouse, France 📅 19 December 2023
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La Nuit De L’info 2023
📍 France 📅 1-2 December 2023
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Workshop on soil roughness estimation using digital images and artificial intelligence
📍 R&D Institute of the Transilvania University of Brasov 📅 24 November 2023
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World Space Week
📍 R&D Institute of the Transilvania University of Brasov 📅 4-10 October 2023
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Multispectral Fractal Image Analysis for Soil Roughness Estimation at Various Altitudes
📅 October 2023 🧑 K. Marandskiy, M. Ivanovici, S. Corcodel and S. Costache #Estimation #Soil #Gray-scale #Autonomous aerial vehicles #Fractals #Complexity theory #Remote sensing
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NDVI Computation from Hyperspectral Images
📅 October 2023 🧑 S. Oprisescu, R. M. Coliban, M. Ivanovici #Visualization #Image color analysis #Vegetation mapping #Crops Sensors #Task analysis #Hyperspectral imaging
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European Researchers Night
📍 R&D Institute of the Transilvania University of Brasov 📅 29 September 2023
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AI-based Applications on Earth Observation Data for Agriculture
📅 March 2024 🧑 M Ivanovici, S Popa, K Marandskiy, C Florea #Soil roughness #convolutional neural networks #VGG-11 #ResNet-18
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Annotating Satellite Images of Forests with Keywords from a Specialized Corpus in the Context of Change Detection
📅 September 2023 🧑 N. Neptune and J. Mothe
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Smart Weed Control: Real-Time Inference and On-board Data Processing using Edge-AI
📅 September 2023 🧑 M. Ivanovici, C. Florea, A. Cațaron, R. Coliban, I. Plajer, A. Băicoianu, Ș. Oprișescu, L. Majercsik, Ș. Popa, K. Marandskiy, G. Feldioreanu, Gh. Olteanu, A. Manea, L. Dogar
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Exponential Features in the Fourier Domain for PRISMA Hyperspectral Image Segmentation
📅 July 2023 🧑 M. Ivanovici, S. Oprisescu, R.M. Coliban, K. Marandskiy #Reflectivity #Earth #Image segmentation #Image resolution #Forestry #Feature extraction #Surface fitting
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Exponential Feature Extraction and Learning for Pixel-Wise Hyperspectral Image Compression
📅 July 2023 🧑 M. Ivanovici, K. Marandskiy #Image coding #Image color analysis #Measurement uncertainty #Data visualization #Machine learning #Feature extraction #Molecular biology
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Convolutional neural network hardware implementation for soil roughness estimation
📅 July 2023 🧑 S. Popa, K. Marandskiy, G. Feldioreanu, M. Ivanovici #VGG #convolutional neural network #soil roughness estimation
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Soil Roughness Estimation Using Fractal Analysis on Digital Images of Soil Surface
📅 July 2023 🧑 I. C. Plajer, A. Băicoianu, L. Majercsik and M. Ivanovici #Correlation #Soil measurements #Digital images #Estimation #Land surface #Soil #Surface roughness #Fractals #Rough surfaces #Surface texture
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Hyperspectral Image Segmentation and Entropy Calculation for Qualitative Analysis of Grassland
📅 July 2023 🧑 S. Oprisescu, R. M. Coliban, M. Ivanovici #Reflectivity #Image segmentation #Histograms #Thresholding (Imaging) #Image resolution #Entropy #Indexes
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AI-Based Visualization of Remotely-Sensed Spectral Images
📅 July 2023 🧑 I. Plajer, A. Baicoianu, L. Majercsik #Visualization #Interpolation #Satellites #Image color analysis #Military computing #Neural networks #Military satellites
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Romanian Excellence Center on Artificial Intelligence in Earth Observation Data for Agriculture official opening
📍 R&D Institute of the Transilvania University of Brasov 📅 22 June 2023
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Copernicus 25th anniversary
📍 R&D Institute of the Transilvania University of Brasov 📅 8 June 2023
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Hyperspectral Image Visualization Based on Maximum-Reflectance Wavelength Colorization
📅 June 2023 🧑 K. Marandskiy, M. Ivanovici, #Reflectivity #Surface waves #Data visualization #Metals #Hyperspectral imaging
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A Multi-Spectral Fractal Image Model and Its Associated Fractal Dimension Estimator
📅 October 2023 🧑 M. Ivanovici #Fractal dimension #Box counting #Multi-spectral fractal images #Remotely sensed multi-spectral images We propose both a probabilistic fractal model and fractal dimension estimator for multi-spectral images. The model is based on the widely known fractional Brownian motion fractal model, which is extended to the case of images with multiple spectral…
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Inteligență artificială
📅 2023 🧑 Corneliu FLOREA, Laura FLOREA
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AI4AGRI Launch Meeting
📍 R&D Institute of the Transilvania University of Brasov 📅 19 October 2022
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kick-off meeting 19/Oct/22
Preliminary agenda – KoM AI4AGRI 14:00 – welcome word from the director of the R&D Institute of UNITBV 14:15 – presentation of the project and the introduction of the partners (me) 15:00 – presentation of UT2J and UPS (prof. Josiane Mothe) 15:15 – presentation of UNITOV (prof. Fabio Del Frate) 15:30 – coffee break 16:00 –…