Grigorios Tsagkatakis

Large-Scale 3D Two-Photon Imaging of Molecularly Identified CA1 Interneuron Dynamics in Behaving Mice

Tristan Geiller, Bert Vancura, Satoshi Terada et al. · Neuron · 2020 · 158 citations · Full text

Tissue Imaging, Large-scale 3D, Engineering +15

Deep Learning for Multilabel Land Cover Scene Categorization Using Data Augmentation

Radamanthys Stivaktakis, Grigorios Tsagkatakis, Panagiotis Tsakalides · IEEE Geoscience and Remote Sensing Letters · 2019 · 104 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +16

OmbriaNet—Supervised Flood Mapping via Convolutional Neural Networks Using Multitemporal Sentinel-1 and Sentinel-2 Data Fusion

Georgios I. Drakonakis, Grigorios Tsagkatakis, Konstantina Fotiadou et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2022 · 70 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Online Distance Metric Learning for Object Tracking

Grigorios Tsagkatakis, Andreas Savakis · IEEE Transactions on Circuits and Systems for Video Technology · 2011 · 66 citations

Engineering, Machine Learning, Video Processing +16

Spectral Super Resolution of Hyperspectral Images via Coupled Dictionary Learning

Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 57 citations

Engineering, Multispectral Imaging, Sparse Imaging +20