Spectral Image Data Fusion for Multisource Data Augmentation
📅 April 2025
🧑 Roberta Iuliana Luca | Alexandra Băicoianu | Ioana Cristina Plajer
Spectral Image Data Fusion for Multisource Data Augmentation Read More »
Publications
A Review of CNN Applications in Smart Agriculture Using Multimodal Data
📅 January 2025
🧑 Mohammad El Sakka | Mihai Ivanovici | Loft Chaari | Josiane Mothe
A Review of CNN Applications in Smart Agriculture Using Multimodal Data Read More »
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
Digital Transformation in Agriculture Read More »
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
Images and CNN applications in smart agriculture Read More »
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
Deep automatic soil roughness estimation from digital images Read More »
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
Multisource Remote Sensing Data Visualization using Machine Learning Read More »
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
Multispectral Fractal Image Analysis for Soil Roughness Estimation at Various Altitudes Read More »
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
NDVI Computation from Hyperspectral Images Read More »
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
AI-based Applications on Earth Observation Data for Agriculture Read More »