Dottorato in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 33o ciclo (2017-2020)
Dottorato concluso nel 2021
Tesi:
Deep learning techniques for biometric authentication and robust classification (Abstract)
Tutori:
Enrico Magli Tiziano Bianchi
Presentazione della ricerca:
PosterProfilo
Argomento di ricerca
Deep learning for biometric authentication
Interessi di ricerca
Biografia
Completed his Masters of Science degree in Electrical Engineering and Information technology from the University of Stuttgart in 2016 - Germany with good academic standings. The topic of his master's thesis was "Fast Compressive Sensing Process" which was done in collaboration with Sony-EuTec Germany.
He started his Ph.D. with a fully-funded scholarship from Sony-Germany in May 2017 under the supervision of Prof. Enrico Magli and Prof. Tiziano Bianchi. His research activities are focused on Deep learning for security applications.
He is working in collaboration with Sony-Eutec Germany since December 2014.
Pubblicazioni
Pubblicazioni durante il dottorato Vedi tutte le pubblicazioni su 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; 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; 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 (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