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Spectral Image Data Fusion for Multisource Data Augmentation
📅 April 2025 🧑 Roberta Iuliana Luca | Alexandra Băicoianu | Ioana Cristina Plajer
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A Review of CNN Applications in Smart Agriculture Using Multimodal Data
📅 January 2025 🧑 Mohammad El Sakka | Mihai Ivanovici | Loft Chaari | Josiane Mothe
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Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward
📅 September 2024 🧑 Devis Tuia, Konrad Schindler, Begüm Demir, Xiao Xiang Zhu, Mrinalini Kochupillai, Sašo Džeroski, Jan N. van Rijn, Holger H. Hoos, Fabio Del Frate, Mihai Datcu, Volker Markl, Bertrand Le Saux, Rochelle Schneider, Gustau Camps-Valls
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Digital Transformation in Agriculture
📅 August 2024 🧑 M. Ivanovici, G. Olteanu, C. Florea, R. Coliban, M.Ștefan, K. Marandskiy
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Images and CNN applications in smart agriculture
📅 May 2024 🧑 M. El Sakka, J. Mothe, M. Ivanovici #deep learning #multispectral images #vegetation index #agricultural datasets #smart farming #smart agriculture
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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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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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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
📅 July 2023 🧑 S. T. Sasidharan, D. Latini, M. Ivanovici, G. Schiavon, K. Thangavel, F. Del Frate
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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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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
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Inteligență artificială
📅 2023 🧑 Corneliu FLOREA, Laura FLOREA