Publications

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2022

Jug, Julijan; Lampe, Ajda; Štruc, Vitomir; Peer, Peter

Body Segmentation Using Multi-task Learning Inproceedings

In: International Conference on Artificial Intelligence in Information and Communication (ICAIIC), IEEE, 2022, ISBN: 978-1-6654-5818-4.

Abstract | Links | BibTeX | Tags: body segmentation, cn, CNN, computer vision, deep beauty, deep learning, multi-task learning, segmentation, virtual try-on

2021

Emeršič, Žiga; Sušanj, Diego; Meden, Blaž; Peer, Peter; Štruc, Vitomir

ContexedNet : Context-Aware Ear Detection in Unconstrained Settings Journal Article

In: IEEE Access, pp. 1–17, 2021, ISSN: 2169-3536.

Abstract | Links | BibTeX | Tags: biometrics, contextual information, deep leraning, ear detection, ear recognition, ear segmentation, neural networks, segmentation

Wang, Caiyong; Wang, Yunlong; Zhang, Kunbo; Muhammad, Jawad; Lu, Tianhao; Zhang, Qi; Tian, Qichuan; He, Zhaofeng; Sun, Zhenan; Zhang, Yiwen; Liu, Tianbao; Yang, Wei; Wu, Dongliang; Liu, Yingfeng; Zhou, Ruiye; Wu, Huihai; Zhang, Hao; Wang, Junbao; Wang, Jiayi; Xiong, Wantong; Shi, Xueyu; Zeng, Shao; Li, Peihua; Sun, Haodong; Wang, Jing; Zhang, Jiale; Wang, Qi; Wu, Huijie; Zhang, Xinhui; Li, Haiqing; Chen, Yu; Chen, Liang; Zhang, Menghan; Sun, Ye; Zhou, Zhiyong; Boutros, Fadi; Damer, Naser; Kuijper, Arjan; Tapia, Juan; Valenzuela, Andres; Busch, Christoph; Gupta, Gourav; Raja, Kiran; Wu, Xi; Li, Xiaojie; Yang, Jingfu; Jing, Hongyan; Wang, Xin; Kong, Bin; Yin, Youbing; Song, Qi; Lyu, Siwei; Hu, Shu; Premk, Leon; Vitek, Matej; Štruc, Vitomir; Peer, Peter; Khiarak, Jalil Nourmohammadi; Jaryani, Farhang; Nasab, Samaneh Salehi; Moafinejad, Seyed Naeim; Amini, Yasin; Noshad, Morteza

NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization Inproceedings

In: Proceedings of the IEEE International Joint Conference on Biometrics (IJCB 2021), 2021.

Abstract | Links | BibTeX | Tags: biometrics, competition, iris, 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

Šircelj, Jaka; Oblak, Tim; Grm, Klemen; Petković, Uroš; Jaklič, Aleš; Peer, Peter; Štruc, Vitomir; Solina, Franc

Segmentation and Recovery of Superquadric Models using Convolutional Neural Networks Inproceedings

In: 25th Computer Vision Winter Workshop (CVWW 2020), 2020.

Abstract | Links | BibTeX | Tags: CNN, convolutional neural networks, segmentation, superquadrics, volumetric data

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

Emeršič, Žiga; Gabriel, Luka; Štruc, Vitomir; Peer, Peter

Convolutional encoder--decoder networks for pixel-wise ear detection and segmentation Journal Article

In: IET Biometrics, vol. 7, no. 3, pp. 175–184, 2018.

Abstract | Links | BibTeX | Tags: annotated web ears, AWE, biometrics, ear, ear detection, pixel-wise detection, segmentation