Publications

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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

2020

Stepec, Dejan; Emersic, Ziga; Peer, Peter; Struc, Vitomir

Constellation-Based Deep Ear Recognition Incollection

In: Jiang, R.; Li, CT.; Crookes, D.; Meng, W.; Rosenberger, C. (Ed.): Deep Biometrics: Unsupervised and Semi-Supervised Learning, Springer, 2020, ISBN: 978-3-030-32582-4.

Abstract | Links | BibTeX | Tags: biometrics, CNN, deep learning, ear recognition, neural networks

2019

Ziga, Emersic; Janez, Krizaj; Vitomir, Struc; Peter, Peer

Deep ear recognition pipeline Incollection

In: Mahmoud, Hassaballah; M., Hosny Khalid (Ed.): Recent advances in computer vision : theories and applications, vol. 804, Springer, 2019, ISBN: 1860-9503.

Abstract | Links | BibTeX | Tags: ear, ear recognition, pipeline

2018

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

Evaluation and analysis of ear recognition models: performance, complexity and resource requirements Journal Article

In: Neural Computing and Applications, pp. 1–16, 2018, ISBN: 0941-0643.

Abstract | Links | BibTeX | Tags: AWE, AWEx, descriptor methods, ear recognition, extended annotated web ears dataset

Emeršič, Žiga; Playa, Nil Oleart; Štruc, Vitomir; Peer, Peter

Towards Accessories-Aware Ear Recognition Inproceedings

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

Abstract | Links | BibTeX | Tags: accessories, biometrics, ear recognition

2017

Emeršič, Žiga; Štepec, Dejan; Štruc, Vitomir; Peer, Peter; George, Anjith; Ahmad, Adii; Omar, Elshibani; Boult, Terrance E.; Safdaii, Reza; Zhou, Yuxiang; others Stefanos Zafeiriou,; Yaman, Dogucan; Eyoikur, Fevziye I.; Ekenel, Hazim K.

The unconstrained ear recognition challenge Inproceedings

In: 2017 IEEE International Joint Conference on Biometrics (IJCB), pp. 715–724, IEEE 2017.

Abstract | Links | BibTeX | Tags: biometrics, competition, ear recognition, IJCB, uerc, unconstrained ear recognition challenge

Emeršič, Žiga; Štepec, Dejan; Štruc, Vitomir; Peer, Peter

Training convolutional neural networks with limited training data for ear recognition in the wild Inproceedings

In: IEEE International Conference on Automatic Face and Gesture Recognition, Workshop on Biometrics in the Wild 2017, 2017.

Abstract | Links | BibTeX | Tags: CNN, convolutional neural networks, ear, ear recognition, limited data, model learning

Emeršič, Žiga; Štruc, Vitomir; Peer, Peter

Ear recognition: More than a survey Journal Article

In: Neurocomputing, vol. 255, pp. 26–39, 2017.

Abstract | Links | BibTeX | Tags: AWE, biometrics, dataset, ear, ear recognition, performance evalution, survey, toolbox

2016

Ribič, Metod; Emeršič, Žiga; Štruc, Vitomir; Peer, Peter

Influence of alignment on ear recognition : case study on AWE Dataset Inproceedings

In: Proceedings of the Electrotechnical and Computer Science Conference (ERK), pp. 131-134, Portorož, Slovenia, 2016.

Abstract | Links | BibTeX | Tags: AWE, AWE dataset, biometrics, ear alignment, ear recognition, image alignment, Ransac, SIFT