-
A Review of CNN Applications in Smart Agriculture Using Multimodal Data
15 January 2025 
Mohammad El Sakka | Mihai Ivanovici | Loft Chaari | Josiane Mothe -
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 -
Digital Transformation in Agriculture
August 2024 M. Ivanovici, G. Olteanu, C. Florea, R. Coliban, M.Ștefan, K. Marandskiy -
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 -
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 -
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 -
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 -
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 -
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 -
Annotating Satellite Images of Forests with Keywords from a Specialized Corpus in the Context of Change Detection
September 2023 N. Neptune and J. Mothe -
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 -
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 -
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 -
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 -
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 -
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 -
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 -
Hyperspectral Image Visualization Based on Maximum-Reflectance Wavelength Colorization
June 2023 K. Marandskiy, M. Ivanovici, #Reflectivity #Surface waves #Data visualization #Metals #Hyperspectral imaging -
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… -
Inteligență artificială
2023 Corneliu FLOREA, Laura FLOREA