G. (George) Azzopardi, Prof

Associate Professor

Faculty of Science and Engineering

Telephone:

E-mail:

g.azzopardi rug.nl

Homepage ORCID Research Portal

Research interests

Big data analytics, predictive modelling, image processing, computer vision, brain-inspired algorithm, machine learning

Publications

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

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

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: IEEE

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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

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

Bidirectional piecewise linear representation of time series with application to collective anomaly detection

Shi, W., Azzopardi, G., Karastoyanova, D. & Huang, Y., 1-Sept-2023, In: Advanced Engineering Informatics. 58, 12 p., 102155.

Research output: Contribution to journal › Article › Academic › peer-review

Biometric Recognition of African Clawed Frogs

Prins, F. L., Tomanin, D., Kamenz, J. & Azzopardi, G., 20-Sept-2023, Computer Analysis of Images and Patterns - 20th International Conference, CAIP 2023, Proceedings: 20th International Conference, CAIP 2023 Limassol, Cyprus, September 25–28, 2023 Proceedings, Part II. Tsapatsoulis, N., Kyriacou, E., Lanitis, A., Theodosiou, Z., Pattichis, M., Pattichis, C., Kyrkou, C. & Panayides, A. (eds.). Springer, p. 151-161 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14185 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

COFI - Coarse-semantic to fine-instance unsupervised mitochondria segmentation in EM

Aswath, A., Alsahaf, A., Westenbrink, D., Giepmans, B. & Azzopardi, G., 20-Sept-2023, Computer Analysis of Images and Patterns: 20th International Conference, CAIP 2023 Limassol, Cyprus, September 25–28, 2023 Proceedings, Part II. Tsapatsoulis, N. (ed.). Springer, p. 87-87 11 p. (Lecture Notes in Computer Science; vol. 14185).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Deep supervised hashing for fast retrieval of radio image cubes

Ndung’u Machetho, S., Grobler, T. L., Wijnholds, S. J., Karastoyanova, D. & Azzopardi, G., 3-Oct-2023, Proceedings of the 35th URSI General Assembly and Scientific Symposium. Institute of Electrical and Electronics Engineers Inc., 4 p. (2023 35th General Assembly and Scientific Symposium of the International Union of Radio Science, URSI GASS 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review