Nikolaos Frangakis

Deep learning-based multi-spectral identification of grey mould

Nikolaos Giakoumoglou, Eleftheria Maria Pechlivani, Athanasios Sakelliou et al. · Smart Agricultural Technology · 2023 · 29 citations · Full text

Early detection of Botrytis cinerea symptoms using deep learning multi-spectral image segmentation

Nikolaos Giakoumoglou, Eleni Kalogeropoulou, Christos Klaridopoulos et al. · Smart Agricultural Technology · 2024 · 23 citations · Full text

An Autonomous Navigation Framework for Holonomic Mobile Robots in Confined Agricultural Environments

Kosmas Tsiakas, Alexios Papadimitriou, Eleftheria Maria Pechlivani et al. · Robotics · 2023 · 17 citations · Full text

Artificial Intelligence, Robotic Systems, Confined Agricultural Environments +20

Enhancing Tuta absoluta Detection on Tomato Plants: Ensemble Techniques and Deep Learning

Nikolaos Giakoumoglou, Eleftheria Maria Pechlivani, Nikolaos Frangakis et al. · AI · 2023 · 17 citations · Full text

Plant Analysis, Convolutional Neural Network, Engineering +16

Deep transformer networks for precise pothole segmentation tasks

Iason Katsamenis, Athanasios Sakelliou, Nikolaos Bakalos et al. · 2023 · 15 citations · Full text