Foivos I. Diakogiannis

Publications

2.3K

Citations

H-Index

2004

Active since

Affiliations

Commonwealth Scientific and Industrial Research Organisation(Current)

Data61

The University of Western Australia

International Centre for Radio Astronomy Research

Agriculture and Food

Foivos I. Diakogiannis is an author at Commonwealth Scientific and Industrial Research Organisation specializing in engineering, deep learning, and machine learning.

ORCID

Top concepts

EngineeringDeep LearningMachine LearningGeographyData ScienceImage AnalysisMachine VisionRemote SensingComputer VisionPattern Recognition

Publications per year

2004–2024

Publications

ResUNet-a: A deep learning framework for semantic segmentation of remotely sensed data

Foivos I. Diakogiannis, François Waldner, Peter Caccetta et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 1.8K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +9

Radio Galaxy Zoo:<scp>Claran</scp>– a deep learning classifier for radio morphologies

Chen Wu, O. Ivy Wong, L. Rudnick et al. · Monthly Notices of the Royal Astronomical Society · 2018 · 102 citations · Full text

Deep Symbolic Regression for Physics Guided by Units Constraints: Toward the Automated Discovery of Physical Laws

Wassim Tenachi, Rodrigo Ibata, Foivos I. Diakogiannis · The Astrophysical Journal · 2023 · 93 citations · Full text

Artificial Intelligence, Geometric Learning, Engineering +20

Detect, Consolidate, Delineate: Scalable Mapping of Field Boundaries Using Satellite Images

François Waldner, Foivos I. Diakogiannis, Kathryn L. Batchelor et al. · Remote Sensing · 2021 · 78 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +24

Looking for Change? Roll the Dice and Demand Attention

Foivos I. Diakogiannis · MDPI (MDPI AG) · 2021 · 74 citations · Full text

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