Antonios Danelakis
Om
Dr. Antonios Danelakis received his B.Sc. in Informatics and Telecommunications from the National and Kapodistrian University of Athens in 2008. He then earned his first M.Sc. in Computational Science from the same department in 2010, followed by a second M.Sc. in Medical Informatics in 2012. Dr. Danelakis completed his D.Phil. in Computer Vision in 2016.
Additionally, Antonios has worked as a Research Scientist and Postdoctoral Fellow at the Department of Computer and Information Science, Norwegian University of Science and Technology (NTNU), and as a Research Associate at the Institute of Informatics and Telecommunications at the National Centre for Scientific Research "Demokritos" (NCSRD).
Currently, Antonios is a Computer Vision Engineer and Researcher at the Norwegian Center for Headache Research (NorHead) and at NTNU’s Department of Computer Science. His research focuses on leveraging AI in fields such as medicine, image processing, and biometrics. Over the years, he has worked with various data modalities, including images, 3D models, and medical data of various types and structures. He has contributed to and coordinated several national and international funded projects.
Forskning
THALES - DUTH - 3D OBJECT RETRIEVAL
OPTIMISING TIME-TO-FLY AND ENHANCING AIRPORT SECURITY (FLY-SEC)
SYSTEMIC ANALYSER IN NETWORK THREATS (SAINT)
ROBUST RISK BASED SCREENING AND ALERT SYSTEM FOR PASSENGERS AND LUGGAGE (TRESSPASS)
CONTINUOUS, AUTOMATIC, AND ROBUST MASS IDENTITY VERIFICATION (CARMA)
DETECTING DOCUMENT FRAUD AND IDENTITY ON THE FLY (D4FLY)
MACHINE INTELLIGENCE IN HEADACHES (MI-HEAD)
FEDERATED ETHICAL HEALTHCARE LEARNING SANDBOX (FEHLS)
IMPROVING PREVENTIVE TREATMENT FOR MIGRAINE (MIGRI-NOR)
BioCer: en klinisk studie på migrene
Publikasjoner
2024
-
Danelakis, Antonios;
Stubberud, Anker.
(2024)
Response to letter to the editor: "What predicts citation counts and translational impact in headache research? A machine learning analysis".
Cephalalgia
Brev til redaktøren
-
Danelakis, Antonios;
Langseth, Helge;
Nachev, Parashkev;
Nelson, Amy;
Bjørk, Marte-Helene;
Matharu, Manjit Singh.
(2024)
What predicts citation counts and translational impact in headache research? A machine learning analysis.
Cephalalgia
Vitenskapelig artikkel
2021
-
Lium, Ola;
Kwon, Yong Bin;
Danelakis, Antonios;
Theoharis, Theoharis.
(2021)
Robust 3D Face Reconstruction Using One/Two Facial Images.
Journal of Imaging
Vitenskapelig artikkel
-
Saiti, Evdokia;
Danelakis, Antonios;
Theoharis, Theoharis.
(2021)
Cross-time registration of 3D point clouds.
Computers & graphics
Vitenskapelig artikkel
2020
-
Danelakis, Antonios;
Theoharis, Theoharis.
(2020)
Image-based Somatotype as a Biometric Trait for Non-Collaborative Person Recognition at a Distance and On-The-Move.
Sensors
Vitenskapelig artikkel
2019
-
Veinidis, Christos;
Danelakis, Antonios;
Pratikakis, Ioannis;
Theoharis, Theoharis.
(2019)
Effective Descriptors for Human Action Retrieval from 3D Mesh Sequences.
International Journal of Image and Graphics
Vitenskapelig artikkel
2018
-
Danelakis, Antonios;
Theoharis, Theoharis;
Verganelakis, Dimitrios A.
(2018)
Survey of automated multiple sclerosis lesion segmentation techniques on magnetic resonance imaging.
Computerized Medical Imaging and Graphics
Vitenskapelig oversiktsartikkel/review
-
Danelakis, Antonios;
Theoharis, Theoharis;
Pratikakis, Ioannis.
(2018)
Action unit detection in 3D facial videos with application in facial expression retrieval and recognition.
Multimedia Tools and Applications
Vitenskapelig artikkel
2016
-
Danelakis, Antonios;
Theoharis, Theoharis;
Pratikakis, Ioannis;
Perakis, Panagiotis.
(2016)
An effective methodology for dynamic 3D facial expression retrieval.
Pattern Recognition
Vitenskapelig artikkel
2013
-
Danelakis, Antonios;
Theoharis, Theoharis;
Verganelakis, Dimitrios A.
(2013)
A new user-friendly visual environment for breast
MRI data analysis.
Computer Methods and Programs in Biomedicine
Vitenskapelig artikkel
-
Danelakis, Antonios;
Mitrouli, Marilena;
Triantafyllou, Dimitrios.
(2013)
Blind image deconvolution using a banded matrix method.
Numerical Algorithms
Vitenskapelig artikkel
2012
-
Christou, Dimitrios;
Danelakis, Antonios;
Mitrouli, Marilena;
Triantafyllou, Dimitrios.
(2012)
A hybrid method for computing the intersection and tangency points of plane curves.
Applied Mathematics and Computation
Vitenskapelig artikkel
Tidsskriftspublikasjoner
-
Danelakis, Antonios;
Stubberud, Anker.
(2024)
Response to letter to the editor: "What predicts citation counts and translational impact in headache research? A machine learning analysis".
Cephalalgia
Brev til redaktøren
-
Danelakis, Antonios;
Langseth, Helge;
Nachev, Parashkev;
Nelson, Amy;
Bjørk, Marte-Helene;
Matharu, Manjit Singh.
(2024)
What predicts citation counts and translational impact in headache research? A machine learning analysis.
Cephalalgia
Vitenskapelig artikkel
-
Lium, Ola;
Kwon, Yong Bin;
Danelakis, Antonios;
Theoharis, Theoharis.
(2021)
Robust 3D Face Reconstruction Using One/Two Facial Images.
Journal of Imaging
Vitenskapelig artikkel
-
Saiti, Evdokia;
Danelakis, Antonios;
Theoharis, Theoharis.
(2021)
Cross-time registration of 3D point clouds.
Computers & graphics
Vitenskapelig artikkel
-
Danelakis, Antonios;
Theoharis, Theoharis.
(2020)
Image-based Somatotype as a Biometric Trait for Non-Collaborative Person Recognition at a Distance and On-The-Move.
Sensors
Vitenskapelig artikkel
-
Veinidis, Christos;
Danelakis, Antonios;
Pratikakis, Ioannis;
Theoharis, Theoharis.
(2019)
Effective Descriptors for Human Action Retrieval from 3D Mesh Sequences.
International Journal of Image and Graphics
Vitenskapelig artikkel
-
Danelakis, Antonios;
Theoharis, Theoharis;
Verganelakis, Dimitrios A.
(2018)
Survey of automated multiple sclerosis lesion segmentation techniques on magnetic resonance imaging.
Computerized Medical Imaging and Graphics
Vitenskapelig oversiktsartikkel/review
-
Danelakis, Antonios;
Theoharis, Theoharis;
Pratikakis, Ioannis.
(2018)
Action unit detection in 3D facial videos with application in facial expression retrieval and recognition.
Multimedia Tools and Applications
Vitenskapelig artikkel
-
Danelakis, Antonios;
Theoharis, Theoharis;
Pratikakis, Ioannis;
Perakis, Panagiotis.
(2016)
An effective methodology for dynamic 3D facial expression retrieval.
Pattern Recognition
Vitenskapelig artikkel
-
Danelakis, Antonios;
Theoharis, Theoharis;
Verganelakis, Dimitrios A.
(2013)
A new user-friendly visual environment for breast
MRI data analysis.
Computer Methods and Programs in Biomedicine
Vitenskapelig artikkel
-
Danelakis, Antonios;
Mitrouli, Marilena;
Triantafyllou, Dimitrios.
(2013)
Blind image deconvolution using a banded matrix method.
Numerical Algorithms
Vitenskapelig artikkel
-
Christou, Dimitrios;
Danelakis, Antonios;
Mitrouli, Marilena;
Triantafyllou, Dimitrios.
(2012)
A hybrid method for computing the intersection and tangency points of plane curves.
Applied Mathematics and Computation
Vitenskapelig artikkel
Formidling
2024
-
Vitenskapelig foredragDanelakis, Antonios; Stubberud, Anker; Winsvold, Bendik Kristoffer Slagsvold; bjørk, marte helene; Giles, Dominic; Nachev, Parashkev. (2024) Machine learning versus polygenic risk scoring as migraine predictors based on genome-wide genotype data. The Migraine Trust Migraine Trust International Symposium (MTIS) 2024 , London 2024-08-05 - 2024-08-08
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Vitenskapelig foredragDanelakis, Antonios; Abildsnes, Håkon Kvisle; Faisal, Fahim; Winsvold, Bendik Kristoffer Slagsvold; bjørk, marte helene; Giles, Dominic. (2024) Machine learning can predict migraine from genotype and non-headache clinical data with high accuracy. European Headache Federation European Headache Congress (EHC) 2024 , Rotterdam 2024-12-04 - 2024-12-07
2021
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Vitenskapelig foredragChen, Lulu; Boyle, Jonathan R; Danelakis, Antonios; Ferryman, James; Ferstl, Simone; Gicic, Damjan. (2021) D4FLY Multimodal Biometric Database: multimodal fusion evaluation envisaging on-the-move biometric-based border control. ΙΕΕΕ 2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) 2021-11-16 - 2021-11-19
2015
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Faglig foredragDanelakis, Antonios; Theoharis, Theoharis; Pratikakis, Ioannis. (2015) A spatio-temporal descriptor for dynamic 3 D facial expression retrieval and recognition. Proceedings of the 2015 Eurographics Workshop on 3D Object Retrieval 2015-05-02 - 2015-05-03
2012
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Faglig foredragDanelakis, Antonios; Theoharis, Theoharis; Pratikakis, Ioannis. (2012) 3d mesh video retrieval: A survey. 3DTV-Conference: The True Vision-Capture, Transmission and Display of 3D Video (3DTV-CON) 2012-10-15 - 2012-10-17