Digital Transformation in Agriculture
📅 August 2024
🧑 M. Ivanovici, G. Olteanu, C. Florea, R. Coliban, M.Ștefan, K. Marandskiy
Digital Transformation in Agriculture Read More »
Publications
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 »
Logit-based Superpixel Semantic Segmentation of Images for Precision Agriculture
📅 2024
🧑 Corneliu Florea, Alexandru BURGHIU, Mihai Ivanovici
Logit-based Superpixel Semantic Segmentation of Images for Precision 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 »
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
Smart Weed Control: Real-Time Inference and On-board Data Processing using Edge-AI Read More »