Research output per year
Research output per year
Personal profile
Research interests
Big data analytics, predictive modelling, image processing, computer vision, brain-inspired algorithm, machine learning
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Classification of radio galaxies with trainable COSFIRE filters
Machetho, S., Grobler, T. L., Wijnholds, S. J., Karastoyanova, D. & Azzopardi, G., May-2024, In: Monthly Notices of the Royal Astronomical Society. 530, 1, p. 783–794 12 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Scopus)64 Downloads (Pure) -
Explainable multi-layer COSFIRE filters robust to corruptions and boundary attack with application to retina and palmprint biometrics
Apap, A., Bhole, A., Fernández-Robles, L., Castejón-Limas, M. & Azzopardi, G., Oct-2024, In: Neural Computing and Applications. 36, p. 19231–19245 15 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile7 Downloads (Pure) -
Interactive Segmentation of biostructures through hyperspectral electron microscopy
Aswath, A., Duinkerken, P., Giepmans, B., Azzopardi, G. & Alsahaf, A. M. J. A., 2024, 14th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS). Helsinki: IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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PushPull-Net: Inhibition-driven ResNet robust to image corruptions
Bennabhaktula, G. S., Alegre, E., Strisciuglio, N. & Azzopardi, G., 7-Aug-2024, (Submitted) Kolkata: arXiv, 17 p.Research output: Working paper › Preprint › Academic
File3 Downloads (Pure) -
Advances on the morphological classification of radio galaxiesreview: A review
Machetho, S., Grobler, T. L., Wijnholds, S. J., Karastoyanova, D. & Azzopardi, G., Dec-2023, In: New Astronomy Reviews. 97, 17 p., 101685.Research output: Contribution to journal › Review article › peer-review
Open AccessFile9 Citations (Scopus)182 Downloads (Pure)
Activities
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Stellenbosch University
Azzopardi, G. (Visiting researcher)
5-Feb-2023 → 12-Feb-2023Activity: Visiting an external institution › Academic
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Visual Exploration of High-dimensional Data Using Dimensionality Reduction - Applications in Astronomy
Azzopardi, G. (Member of PhD Examining Committee)
4-Jul-2023Activity: Examination, teaching and supervision › Supervision and examination of PhD students of the UG › Academic
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Globalization, Illicit Trade, Sustainability and Security
Giumelli, F. (Organiser), Geelhoed, P. (Organiser) & Azzopardi, G. (Organiser)
22-May-2023 → 23-May-2023Activity: Organising and attending an event › Organising and contributing to an event › Academic
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GLITSS Cost Action Kick-Off Conference
Azzopardi, G. (Attendee)
21-May-2023 → 24-May-2023Activity: Organising and attending an event › Attending an event › Academic
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Datasets
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Labelled Datasets of Retinal Images for Glaucoma detection
Guo, J. (Creator), Azzopardi, G. (Creator), Shi, A. (Creator), Jansonius, N. (Creator) & Petkov, N. (Creator), University of Groningen, 1-Sept-2021
DOI: 10.34894/H2SZSO
Dataset
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Holstein Cattle Recognition
Bhole, A. (Contributor), Falzon, O. (Contributor), Biehl, M. (Contributor) & Azzopardi, G. (Contributor), DataverseNL, 14-Jun-2021
DOI: 10.34894/O1ZBSA
Dataset
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Fall detection and recognition from egocentric visual data: A case study
Wang, X. (Contributor), Talavera Martínez, E. (Contributor), Karastoyanova, D. (Contributor) & Azzopardi, G. (Contributor), DataverseNL, 19-Nov-2020
DOI: 10.34894/3dv8bf
Dataset
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Replication Data for: Injury Prediction In Competitive Runners With Machine Learning
Lövdal, S. (Contributor), Den Hartigh, R. (Contributor) & Azzopardi, G. (Contributor), University of Groningen, 19-Feb-2021
DOI: 10.34894/uwu9pv
Dataset
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Biometric Recognition of African Clawed Frogs
Prins, F. L. (Creator), Tomanin, D. (Creator), Kamenz, J. (Creator) & Azzopardi, G. (Creator), University of Groningen, 11-Jul-2023
DOI: 10.34894/PYPNU6
Dataset
Press/Media
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Voordrachten Ben Feringa Impact Award bekend
Azzopardi, G. & Bennabhaktula, G. S.
24/01/2023
4 items of Media coverage
Press/Media: Expert Comment › Popular
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Predicting Calving Problems Before Insemination
03/01/2023
3 items of Media coverage
Press/Media: Expert Comment › Popular
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Camera sensor imperfections help identify devices
18/08/2022
1 item of Media coverage
Press/Media: Expert Comment › Popular
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Camera “Fingerprints” Help Police Catch Criminals
05/07/2022
1 item of Media coverage
Press/Media: Expert Comment › Popular
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Police Can Trace Cameras Thanks to Sensor Imperfection ‘Fingerprints’
02/07/2022
1 item of Media coverage
Press/Media: Expert Comment › Popular
Prizes
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Ambassador of ENLIGHT
Azzopardi, G. (Recipient), 11-Jun-2024
Prize: National/international honour › Academic
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Ben Feringa Impact Award
Azzopardi, G. (Recipient) & Bennabhaktula, S. (Recipient), 25-May-2023
Prize › Academic
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Best Paper Award for "Unsupervised delineation of the vessel tree in retinal funds images"
Strisciuglio, N. (Recipient), Azzopardi, G. (Recipient) & Petkov, N. (Recipient), 2015
Prize › Academic