Ph.D. in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 33rd cycle (2017-2020)
Ph.D. obtained in 2021
Dissertation:
Deep learning techniques for biometric authentication and robust classification (Abstract)
Tutors:
Enrico Magli Tiziano Bianchi
Research presentation:
PosterProfile
Research topic
Deep learning for biometric authentication
Research interests
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Ali, Arslan (2021)
Deep learning techniques for biometric authentication and robust classification. relatore: MAGLI, ENRICO; BIANCHI, TIZIANO; , 33. XXXIII Ciclo, P.: 133
Doctoral Thesis - Ali, Arslan; Testa, Matteo; Markhasin, Lev; Bianchi, Tiziano; Magli, Enrico (2021)
Method and apparatus for image recognition. N. brevetto: US20220027732A1, propr. brevetto: 3 - Politecn. di Torino et al
Brevetti - Ali, Arslan; Migliorati, Andrea; Bianchi, Tiziano; Magli, Enrico (2021)
Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification. In: 25th International Conference on Pattern Recognition, Milan, Italy, 10-15 Jan. 2021. ISBN: 978-1-7281-8808-9
Contributo in Atti di Convegno (Proceeding) - Ali, Arslan; Testa, Matteo; Markhasin, Lev; Bianchi, Tiziano; Magli, Enrico (2020)
Adversarial Learning of Mappings Onto Regularized Spaces for Biometric Authentication. In: IEEE ACCESS, vol. 8, pp. 149316-149331. ISSN 2169-3536
Contributo su Rivista - Ali, Arslan; Testa, Matteo; Bianchi, Tiziano; Magli, Enrico (2020)
BioMetricNet: deep unconstrained face verification through learning of metrics regularized onto Gaussian distributions. In: European Conference on Computer Vision, Glasgow, pp. 133-149. ISBN: 978-3-030-58594-5
Contributo in Atti di Convegno (Proceeding) - Ali, Arslan; Testa, Matteo; Bianchi, Tiziano; Magli, Enrico (2019)
Authnet: Biometric Authentication Through Adversarial Learning. In: 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP), pp. 1-6. ISBN: 978-1-7281-0824-7
Contributo in Atti di Convegno (Proceeding) - Testa, Matteo; Ali, Arslan; Bianchi, Tiziano; Magli, Enrico (2019)
Learning mappings onto regularized latent spaces for biometric authentication. In: 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP), Malaysia
Contributo in Atti di Convegno (Proceeding) - Khan, J.; Sehrai, D. A.; Khan, M. A.; Khan, H. A.; Ahmad, S.; Ali, A.; Arif, A.; Memon, ... (2019)
Design and performance comparison of rotated Y-shaped antenna using different metamaterial surfaces for 5G mobile devices. In: COMPUTERS, MATERIALS & CONTINUA, vol. 60, pp. 409-420. ISSN 1546-2218
Contributo su Rivista