Publications

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2022

Tomašević, Darian; Peer, Peter; Štruc, Vitomir

BiOcularGAN: Bimodal Synthesis and Annotation of Ocular Images Inproceedings

In: IEEE/IAPR International Joint Conference on Biometrics (IJCB 2022) , pp. 1-10, 2022.

Abstract | Links | BibTeX | Tags: biometrics, CNN, data synthesis, deep learning, ocular, segmentation, StyleGAN, synthetic data

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 Journal Article

In: IEEE Transactions on Information Forensics and Security, 2022, ISSN: 1556-6013.

Abstract | Links | BibTeX | Tags: 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 Inproceedings

In: International Joint Conference on Biometrics (IJCB 2020), pp. 1–10, 2020.

Abstract | Links | BibTeX | Tags: 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 Journal Article

In: Neural Computing and Applications, pp. 1-15, 2020.

Abstract | Links | BibTeX | Tags: 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 Incollection

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

Abstract | Links | BibTeX | Tags: biometrics, CNN, deep learning, ocular, sclera, segmentation, vasculature

Lozej, Juš; Štepec, Dejan; Štruc, Vitomir; Peer, Peter

Influence of segmentation on deep iris recognition performance Inproceedings

In: 7th IAPR/IEEE International Workshop on Biometrics and Forensics (IWBF 2019), 2019.

Abstract | Links | BibTeX | Tags: biometrics, iris, ocular, segmentation

2018

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

Deep multi-class eye segmentation for ocular biometrics Inproceedings

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

Abstract | Links | BibTeX | Tags: biometrics, eye, ocular, sclera, segmentation

Lozej, Juš; Meden, Blaž; Struc, Vitomir; Peer, Peter

End-to-end iris segmentation using U-Net Inproceedings

In: 2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI), pp. 1–6, IEEE 2018.

Abstract | Links | BibTeX | Tags: biometrics, CNN, convolutional neural networks, iris, ocular, U-net

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 Inproceedings

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

Abstract | Links | BibTeX | Tags: competition, ocular, sclera, sclera segmentation