Publications

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2022

Gan, Chenquan; Yang, Yucheng; Zhub, Qingyi; Jain, Deepak Kumar; Struc, Vitomir

DHF-Net: A hierarchical feature interactive fusion network for dialogue emotion recognition Journal Article

In: Expert Systems with Applications, vol. 210, 2022.

Abstract | Links | BibTeX | Tags: attention, CNN, deep learning, dialogue, emotion recognition, fusion, fusion network, nlp, semantics, text, text processing

Šircelj, Jaka; Peer, Peter; Solina, Franc; Štruc, Vitomir

Hierarchical Superquadric Decomposition with Implicit Space Separation Inproceedings

In: Proceedings of ERK 2022, pp. 1-4, 2022.

Abstract | Links | BibTeX | Tags: CNN, deep learning, depth estimation, iterative procedure, model fitting, recursive model, superquadric, superquadrics, volumetric primitive

Dvoršak, Grega; Dwivedi, Ankita; Štruc, Vitomir; Peer, Peter; Emeršič, Žiga

Kinship Verification from Ear Images: An Explorative Study with Deep Learning Models Inproceedings

In: International Workshop on Biometrics and Forensics (IWBF), pp. 1–6, 2022.

Abstract | Links | BibTeX | Tags: biometrics, CNN, deep learning, ear, ear biometrics, kinear, kinship, kinship recognition, transformer

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

Grm, Klemen; Vitomir, Štruc

Frequency Band Encoding for Face Super-Resolution Inproceedings

In: Proceedings of ERK 2021, pp. 1-4, 2021.

Abstract | Links | BibTeX | Tags: CNN, deep learning, face, face hallucination, frequency encoding, super-resolution

Batagelj, Borut; Peer, Peter; Štruc, Vitomir; Dobrišek, Simon

How to correctly detect face-masks for COVID-19 from visual information? Journal Article

In: Applied sciences, vol. 11, no. 5, pp. 1-24, 2021, ISBN: 2076-3417.

Abstract | Links | BibTeX | Tags: computer vision, COVID-19, deep learning, detection, face, mask detection, recognition

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

Grm, Klemen; Scheirer, Walter J.; Štruc, Vitomir

Face hallucination using cascaded super-resolution and identity priors Journal Article

In: IEEE Transactions on Image Processing, 2020.

Abstract | Links | BibTeX | Tags: biometrics, CNN, computer vision, deep learning, face, face hallucination, super-resolution

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

2016

Stržinar, Žiga; Grm, Klemen; Štruc, Vitomir

Učenje podobnosti v globokih nevronskih omrežjih za razpoznavanje obrazov Inproceedings

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

Abstract | Links | BibTeX | Tags: biometrics, CNN, deep learning, difference space, face verification, LFW, performance evaluation

Grm, Klemen; Dobrišek, Simon; Štruc, Vitomir

Deep pair-wise similarity learning for face recognition Inproceedings

In: 4th International Workshop on Biometrics and Forensics (IWBF), pp. 1–6, IEEE 2016.

Abstract | Links | BibTeX | Tags: CNN, deep learning, face recognition, IJB-A, IWBF, performance evaluation, similarity learning

2015

Grm, Klemen; Dobrišek, Simon; Štruc, Vitomir

The pose-invariant similarity index for face recognition Inproceedings

In: Proceedings of the Electrotechnical and Computer Science Conference (ERK), Portorož, Slovenia, 2015.

BibTeX | Tags: biometrics, CNN, deep learning, deep models, face verification, similarity learning