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Ioannis Malounas
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Agricultural robotics for field operations
S Fountas, N Mylonas, I Malounas, E Rodias, C Hellmann Santos, ...
Sensors 20 (9), 2672, 2020
2542020
Application of hyperspectral imaging systems and artificial intelligence for quality assessment of fruit, vegetables and mushrooms: A review
J Wieme, K Mollazade, I Malounas, M Zude-Sasse, M Zhao, A Gowen, ...
biosystems engineering 222, 156-176, 2022
602022
Using EfficientNet and transfer learning for image-based diagnosis of nutrient deficiencies
B Espejo-Garcia, I Malounas, N Mylonas, A Kasimati, S Fountas
Computers and Electronics in Agriculture 196, 106868, 2022
282022
Testing the suitability of automated machine learning for weeds identification
B Espejo-Garcia, I Malounas, E Vali, S Fountas
Ai 2 (1), 34-47, 2021
222021
Eden library: A long-term database for storing agricultural multi-sensor datasets from uav and proximal platforms
N Mylonas, I Malounas, S Mouseti, E Vali, B Espejo-Garcia, S Fountas
Smart Agricultural Technology 2, 100028, 2022
202022
Investigating a selection of methods for the prediction of total soluble solids among wine grape quality characteristics using normalized difference vegetation index data from …
A Kasimati, B Espejo-Garcia, E Vali, I Malounas, S Fountas
Frontiers in Plant Science 12, 683078, 2021
152021
AI-assisted vision for agricultural robots
S Fountas, I Malounas, L Athanasakos, I Avgoustakis, B Espejo-Garcia
AgriEngineering 4 (3), 674-694, 2022
132022
Monitoring of free-range rabbits using aerial thermal imaging
V Psiroukis, I Malounas, N Mylonas, KE Grivakis, S Fountas, ...
Smart Agricultural Technology 1, 100002, 2021
122021
Testing the suitability of automated machine learning, hyperspectral imaging and CIELAB color space for proximal in situ fertilization level classification
I Malounas, D Lentzou, G Xanthopoulos, S Fountas
Smart Agricultural Technology 8, 100437, 2024
2024
Εarly detection of broccoli drought acclimation/stress in agricultural environments utilising proximal hyperspectral imaging and AutoML
I Malounas, G Paliouras, D Nikolopoulos, G Liakopoulos, P Bresta, ...
Smart Agricultural Technology, 100463, 2024
2024
SpectroFood dataset: A comprehensive fruit and vegetable hyperspectral meta-dataset for dry matter estimation
I Malounas, W Vierbergen, S Kutluk, M Zude-Sasse, K Yang, M Zhao, ...
Data in Brief 52, 110040, 2024
2024
Testing the Suitability of Automated Machine Learning for Weeds Identification. AI 2021, 2, 34–47
B Espejo-Garcia, I Malounas, E Vali, S Fountas
s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2021
2021
Smart Agricultural Technology
N Mylonas, I Malounas, S Mouseti, E Vali, B Espejo-Garcia, S Fountas
Smart Agricultural Technology
V Psiroukis, I Malounas, N Mylonas, KE Grivakis, S Fountas, ...
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Articles 1–14