G. (George) Azzopardi, Dr

Tenure Track Assistant Professor

Faculty of Science and Engineering

Telephone:

+31 50 36 33939

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

A framework for feature selection through boosting

Alsahaf, A. , Petkov, N. , Shenoy, V. & Azzopardi, G. , Jan-2022 , In: Expert systems with applications. 187 , 115895.

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

Camera model identification based on forensic traces extracted from homogeneous patches

Bennabhaktula, G. S. , Alegre, E. , Karastoyanova, D. & Azzopardi, G. , 15-Nov-2022 , In: Expert systems with applications. 206 , 11 p. , 117769.

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

CORF3D contour maps with application to Holstein cattle recognition using RGB and thermal images

Bhole, A. , S. Udmale, S. , Falzon, O. & Azzopardi, G. , 15-Apr-2022 , In: Expert systems with applications. 192 , 10 p. , 116354.

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

Source Camera Device Identification from Videos

Bennabhaktula, G. S. , Timmerman, D. , Alegre, E. & Azzopardi, G. , 4-Jun-2022 , In: SN Computer Science. 3 , 4 , 15 p. , 316.

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

Development of a Hardware Benchmark for Forensic Face Detection Applications

Velasco-Mata, J. , Chaves, D. , de Mata, V. , Al-Nabki, M. W. , Fidalgo, E. , Alegre, E. & Azzopardi, G. , 2021 , (Accepted/In press) Development of a Hardware Benchmark for Forensic Face Detection Applications.

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

Editorial: Autonomous Health Monitoring and Assistance Systems With IoT

Azzopardi, G. , Karastoyanova, D. , Aiello, M. & Schizas, C. N. , 18-Mar-2021 , In: Frontiers in robotics and ai. 8 , 2 p. , 611352.

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

Fall detection and recognition from egocentric visual data: A case study

Wang, X. , Talavera Martínez, E. , Karastoyanova, D. & Azzopardi, G. , 2021 , Pattern Recognition. ICPR International Workshops and Challenges, 2021, Proceedings. Del Bimbo, A., Cucchiara, R., Sclaroff, S., Farinella, G. M., Mei, T., Bertini, M., Escalante, H. J. & Vezzani, R. (eds.). Springer Science and Business Media Deutschland GmbH , p. 431-443 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12661 LNCS).

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

Injury Prediction in Competitive Runners with Machine Learning

Lovdal, S. , den Hartigh, R. & Azzopardi, G. , 2021 , In: International journal of sports physiology and performance. 16 , 10 , p. 1522–1531 10 p.

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

On Improving Generalization of CNN-Based Image Classification with Delineation Maps Using the CORF Push-Pull Inhibition Operator

Bennabhaktula, S. , Antonisse, J. & Azzopardi, G. , 31-Oct-2021 , Computer Analysis of Images and Patterns: CAIP 2021. Tsapatsoulis, N., Panayides, A., Theocharides, T., Lanitis, A., Pattichis, C. & Vento, M. (eds.). Cham: Springer , Vol. Part 1 . p. 434-444 11 p. (Lecture Notes in Computer Science; vol. 13052).

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

Reinforcement of age estimation in forensic tools to detect Child Sexual Exploitation Material

Biswas, R. , Chaves, D. , Jáñez-Martino, F. , Blanco-Medina, P. , Fidalgo, E. , García-Olalla, C. & Azzopardi, G. , 2021 , (Accepted/In press) Reinforcement of age estimation in forensic tools to detect Child Sexual Exploitation Material.

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