Foivos I. Diakogiannis

Author

Commonwealth Scientific and Industrial Research Organisation ORCID

Also Known As

Diakogiannis, F. I., Diakogiannis, Foivos, Diakogiannis, Foivos I., Diakogiannis, Foivos, I, F. Diakogiannis, Foivos Diakogiannis, Foivos I Diakogiannis, Foivos I. Diakogiannis, Foivos I. Diakogiannis; François Waldner; Peter Caccetta

Publications

2.4K

Citations

H-Index

Concepts

All Affiliations

Commonwealth Scientific and Industrial Research Organisation Data61 The University of Western Australia International Centre for Radio Astronomy Research Agriculture and Food

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	2.1K
2	Data Science	5	5	2K
3	Social Sciences	2	2	92
4	Natural Sciences	1	1	17
5	Computer Science	1	1	93

Foivos I. Diakogiannis

Publications

2.3K

Citations

H-Index

Page 1

	Year	Citations
ResUNet-a: A deep learning framework for semantic segmentation of remotely sensed data Foivos I. Diakogiannis, François Waldner, Peter Caccetta, ISPRS Journal of Photogrammetry and Remote Sensing Convolutional Neural NetworkEngineeringMachine LearningData ScienceDeep Learning Framework	2020	1.8K
Radio Galaxy Zoo:<scp>Claran</scp>– a deep learning classifier for radio morphologies Chen Wu, O. Ivy Wong, L. Rudnick, Monthly Notices of the Royal Astronomical Society	2018	102
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 Artificial IntelligenceGeometric LearningEngineeringMachine LearningMachine Learning Tool	2023	93
Detect, Consolidate, Delineate: Scalable Mapping of Field Boundaries Using Satellite Images François Waldner, Foivos I. Diakogiannis, Kathryn L. Batchelor, Remote Sensing Convolutional Neural NetworkPrecision AgricultureEngineeringMachine LearningMulti-image Fusion	2021	78
Looking for Change? Roll the Dice and Demand Attention Foivos I. Diakogiannis MDPI (MDPI AG)	2021	74
Charting the Galactic Acceleration Field. II. A Global Mass Model of the Milky Way from the STREAMFINDER Atlas of Stellar Streams Detected in Gaia DR3 Rodrigo Ibata, Khyati Malhan, Wassim Tenachi, The Astrophysical Journal	2024	50
Detection of marine oil-like features in Sentinel-1 SAR images by supplementary use of deep learning and empirical methods: Performance assessment for the Great Barrier Reef marine park David Blondeau‐Patissier, Thomas Schroeder, Gopika Suresh, Marine Pollution Bulletin Convolutional Neural NetworkEngineeringMachine LearningEarth ScienceImage Classification	2023	21
A novel JEAnS analysis of the Fornax dwarf using evolutionary algorithms: mass follows light with signs of an off-centre merger Foivos I. Diakogiannis, Geraint F. Lewis, Rodrigo Ibata, Monthly Notices of the Royal Astronomical Society	2017	19
Rapid Localization of Gravitational Wave Sources from Compact Binary Coalescences Using Deep Learning C. Chatterjee, M. Kovalam, L. Wen, The Astrophysical Journal Relativistic AstrophysicsEngineeringPhysicsBlack Hole PhysicsRapid Localization	2023	17
Deep learning on edge: Extracting field boundaries from satellite images with a convolutional neural network François Waldner, Foivos I. Diakogiannis Remote Sensing of Environment Convolutional Neural NetworkMachine VisionImage AnalysisMachine LearningEngineering	2020	16

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