Foivos I. Diakogiannis

13 papers C 1Journal 12
YearRankTypeTitle / Venue / Authors
2024 J jnl
Tackling fluffy clouds: field boundaries detection using time series of S2 and/or S1 imagery.
CoRR
Foivos I. Diakogiannis, Zheng-Shu Zhou, Jeff Wang, Gonzalo Mata, Dave Henry, Roger A. Lawes, Amy Parker, Peter Caccetta, Rodrigo Ibata, Ondrej Hlinka, Jonathan Richetti, Kathryn Batchelor, Chris Herrmann, Andrew Toovey, John A. Taylor
2023 J jnl
A methods guideline for deep learning for tabular data in agriculture with a case study to forecast cereal yield.
Comput. Electron. Agric.
Jonathan Richetti, Foivos I. Diakogiannis, Asher Bender, André F. Colaço, Roger A. Lawes
2023 J jnl
An end-to-end strategy for recovering a free-form potential from a snapshot of stellar coordinates.
CoRR
Wassim Tenachi, Rodrigo Ibata, Foivos I. Diakogiannis
2023 J jnl
Class Symbolic Regression: Gotta Fit 'Em All.
CoRR
Wassim Tenachi, Rodrigo Ibata, Thibaut L. François, Foivos I. Diakogiannis
2023 J jnl
Deep symbolic regression for physics guided by units constraints: toward the automated discovery of physical laws.
CoRR
Wassim Tenachi, Rodrigo Ibata, Foivos I. Diakogiannis
2023 J jnl
Physical Symbolic Optimization.
CoRR
Wassim Tenachi, Rodrigo Ibata, Foivos I. Diakogiannis
2023 J jnl
SSG2: A new modelling paradigm for semantic segmentation.
CoRR
Foivos I. Diakogiannis, Suzanne Furby, Peter Caccetta, Xiaoliang Wu, Rodrigo Ibata, Ondrej Hlinka, John A. Taylor
2021 J jnl
Detect, Consolidate, Delineate: Scalable Mapping of Field Boundaries Using Satellite Images.
Remote. Sens.
François Waldner, Foivos I. Diakogiannis, Kathryn Batchelor, Michael Ciccotosto-Camp, Elizabeth Cooper-Williams, Chris Herrmann, Gonzalo Mata, Andrew Toovey
2021 J jnl
Looking for Change? Roll the Dice and Demand Attention.
Remote. Sens.
Foivos I. Diakogiannis, François Waldner, Peter Caccetta
2020 J jnl
Looking for change? Roll the Dice and demand Attention.
CoRR
Foivos I. Diakogiannis, François Waldner, Peter Caccetta
2019 J jnl
Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural network.
CoRR
François Waldner, Foivos I. Diakogiannis
2019 J jnl
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data.
CoRR
Foivos I. Diakogiannis, François Waldner, Peter Caccetta, Chen Wu
2019 C conf
Weed Mapping Using Very High Resolution Satellite Imagery and Fully Convolutional Neural Network.
IGARSS
Yannik Rist, Iurii Shendryk, Foivos I. Diakogiannis, Shaun R. Levick