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2023

Das, Abhijit; Atreya, Saurabh K; Mukherjee, Aritra; Vitek, Matej; Li, Haiqing; Wang, Caiyong; Guangzhe, Zhao; Boutros, Fadi; Siebke, Patrick; Kolf, Jan Niklas; Damer, Naser; Sun, Ye; Hexin, Lu; Aobo, Fab; Sheng, You; Nathan, Sabari; Ramamoorthy, Suganya; S, Rampriya R; G, Geetanjali; Sihag, Prinaka; Nigam, Aditya; Peer, Peter; Pal, Umapada; Struc, Vitomir

Sclera Segmentation and Joint Recognition Benchmarking Competition: SSRBC 2023 Proceedings Article

V: IEEE International Joint Conference on Biometrics (IJCB 2023), str. 1-10, Ljubljana, Slovenia, 2023.

Povzetek | Povezava | BibTeX | Oznake: biometrics, competition IJCB, computer vision, deep learning, sclera, sclera segmentation

Vitek, Matej; Bizjak, Matic; Peer, Peter; Štruc, Vitomir

IPAD: Iterative Pruning with Activation Deviation for Sclera Biometrics Članek v strokovni reviji

V: Journal of King Saud University - Computer and Information Sciences, vol. 35, no. 8, str. 1-21, 2023.

Povzetek | Povezava | BibTeX | Oznake: biometrics, CNN, deep learning, model compression, pruning, sclera, sclera segmentation

Vitek, Matej; Das, Abhijit; Lucio, Diego Rafael; Jr., Luiz Antonio Zanlorensi; Menotti, David; Khiarak, Jalil Nourmohammadi; Shahpar, Mohsen Akbari; Asgari-Chenaghlu, Meysam; Jaryani, Farhang; Tapia, Juan E.; Valenzuela, Andres; Wang, Caiyong; Wang, Yunlong; He, Zhaofeng; Sun, Zhenan; Boutros, Fadi; Damer, Naser; Grebe, Jonas Henry; Kuijper, Arjan; Raja, Kiran; Gupta, Gourav; Zampoukis, Georgios; Tsochatzidis, Lazaros; Pratikakis, Ioannis; Kumar, S. V. Aruna; Harish, B. S.; Pal, Umapada; Peer, Peter; Štruc, Vitomir

Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach Članek v strokovni reviji

V: IEEE Transactions on Information Forensics and Security, vol. 18, str. 190-205, 2023, ISSN: 1556-6013.

Povzetek | Povezava | BibTeX | Oznake: bias, biometrics, fairness, group evaluation, ocular, sclera, sclera segmentation, segmentation

2020

Vitek, M.; Das, A.; Pourcenoux, Y.; Missler, A.; Paumier, C.; Das, S.; Ghosh, I. De; Lucio, D. R.; Jr., L. A. Zanlorensi; Menotti, D.; Boutros, F.; Damer, N.; Grebe, J. H.; Kuijper, A.; Hu, J.; He, Y.; Wang, C.; Liu, H.; Wang, Y.; Sun, Z.; Osorio-Roig, D.; Rathgeb, C.; Busch, C.; Tapia, J.; Valenzuela, A.; Zampoukis, G.; Tsochatzidis, L.; Pratikakis, I.; Nathan, S.; Suganya, R.; Mehta, V.; Dhall, A.; Raja, K.; Gupta, G.; Khiarak, J. N.; Akbari-Shahper, M.; Jaryani, F.; Asgari-Chenaghlu, M.; Vyas, R.; Dakshit, S.; Dakshit, S.; Peer, P.; Pal, U.; Štruc, V.

SSBC 2020: Sclera Segmentation Benchmarking Competition in the Mobile Environment Proceedings Article

V: International Joint Conference on Biometrics (IJCB 2020), str. 1–10, 2020.

Povzetek | Povezava | BibTeX | Oznake: biometrics, competition IJCB, ocular, sclera, segmentation, SSBC

Vitek, Matej; Rot, Peter; Struc, Vitomir; Peer, Peter

A comprehensive investigation into sclera biometrics: a novel dataset and performance study Članek v strokovni reviji

V: Neural Computing and Applications, str. 1-15, 2020.

Povzetek | Povezava | BibTeX | Oznake: biometrics, CNN, dataset, multi-view, ocular, performance study, recognition, sclera, segmentation, visible light

2019

Rot, Peter; Vitek, Matej; Grm, Klemen; Emeršič, Žiga; Peer, Peter; Štruc, Vitomir

Deep Sclera Segmentation and Recognition Book Section

V: Uhl, Andreas; Busch, Christoph; Marcel, Sebastien; Veldhuis, Rainer (Ur.): Handbook of Vascular Biometrics, str. 395-432, Springer, 2019, ISBN: 978-3-030-27731-4.

Povzetek | Povezava | BibTeX | Oznake: biometrics, CNN, deep learning, ocular, sclera, segmentation, vasculature

2018

Rot, Peter; Emeršič, Žiga; Struc, Vitomir; Peer, Peter

Deep multi-class eye segmentation for ocular biometrics Proceedings Article

V: 2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI), str. 1–8, IEEE 2018.

Povzetek | Povezava | BibTeX | Oznake: biometrics, eye, ocular, sclera, segmentation

Das, Abhijit; Pal, Umapada; Ferrer, Miguel A.; Blumenstein, Michael; Štepec, Dejan; Rot, Peter; Emeršič, Žiga; Peer, Peter; Štruc, Vitomir

SSBC 2018: Sclera Segmentation Benchmarking Competition Proceedings Article

V: 2018 International Conference on Biometrics (ICB), 2018.

Povzetek | Povezava | BibTeX | Oznake: competition, ocular, sclera, sclera segmentation

2017

Das, Abhijit; Pal, Umapada; Ferrer, Miguel A; Blumenstein, Michael; Štepec, Dejan; Rot, Peter; Emeršič, Ziga; Peer, Peter; Štruc, Vitomir; Kumar, SV Aruna; S, Harish B

SSERBC 2017: Sclera segmentation and eye recognition benchmarking competition Proceedings Article

V: 2017 IEEE International Joint Conference on Biometrics (IJCB), str. 742–747, IEEE 2017.

Povzetek | Povezava | BibTeX | Oznake: competition, sclera, sclera segmentation