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

Fele, Benjamin; Lampe, Ajda; Peer, Peter; Štruc, Vitomir

C-VTON: Context-Driven Image-Based Virtual Try-On Network Inproceedings

In: IEEE/CVF Winter Applications in Computer Vision (WACV), pp. 1–10, 2022.

Abstract | Links | BibTeX | Tags: computer vision, deepbeauty, fashion, generative models, image editing, try-on, virtual try-on

2021

Ivanovska, Marija; Štruc, Vitomir

A Comparative Study on Discriminative and One--Class Learning Models for Deepfake Detection Inproceedings

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

Abstract | Links | BibTeX | Tags: biometrics, comparative study, computer vision, deepfake detection, deepfakes, detection, face, one-class learning

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

Oblak, Tim; Šircelj, Jaka; Struc, Vitomir; Peer, Peter; Solina, Franc; Jaklic, Aleš

Learning to predict superquadric parameters from depth images with explicit and implicit supervision Journal Article

In: IEEE Access, pp. 1-16, 2021, ISSN: 2169-3536.

Abstract | Links | BibTeX | Tags: 3d, computer vision, depth images, differential renderer, recovery, superquadric

2020

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

2017

Meden, Blaž; Malli, Refik Can; Fabijan, Sebastjan; Ekenel, Hazim Kemal; Štruc, Vitomir; Peer, Peter

Face deidentification with generative deep neural networks Journal Article

In: IET Signal Processing, vol. 11, no. 9, pp. 1046–1054, 2017.

Abstract | Links | BibTeX | Tags: biometrics, computer vision, deidentification, face, privacy protection

2014

Marčetić, Darijan; Ribarić, Slobodan; Štruc, Vitomir; Pavešić, Nikola

An experimental tattoo de-identification system for privacy protection in still images Inproceedings

In: 37th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), pp. 1288–1293, Mipro IEEE, 2014.

Abstract | Links | BibTeX | Tags: computer vision, deidentification, MIPRO, privacy protection, tattoo deidentification

2007

Mihelič, Nikola Pavešić Vitomir Štruc France

Color spaces for face recognition Inproceedings

In: Proceedings of the International Electrotechnical and Computer Science Conference (ERK'07), pp. 171-174, Portorož, Slovenia, 2007.

Abstract | Links | BibTeX | Tags: biometrics, color spaces, computer vision, erk, face recognition, local conference