Publications

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2022

Ivanovska, Marija; Kronovšek, Andrej; Peer, Peter; Štruc, Vitomir; Batagelj, Borut

Face Morphing Attack Detection Using Privacy-Aware Training Data Inproceedings

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

Abstract | Links | BibTeX | Tags: competition, face, face morphing, face morphing attack, face morphing detection, private data, synthetic data

Križaj, Janez; Dobrišek, Simon; Štruc, Vitomir

Making the most of single sensor information : a novel fusion approach for 3D face recognition using region covariance descriptors and Gaussian mixture models Journal Article

In: Sensors, iss. 6, no. 2388, pp. 1-26, 2022.

Abstract | Links | BibTeX | Tags: 3d face, biometrics, face, face analysis, face images, face recognition

Rot, Peter; Peer, Peter; Štruc, Vitomir

Detecting Soft-Biometric Privacy Enhancement Incollection

In: Rathgeb, Christian; Tolosana, Ruben; Vera-Rodriguez, Ruben; Busch, Christoph (Ed.): Handbook of Digital Face Manipulation and Detection, 2022.

Links | BibTeX | Tags: biometrics, face, privacy, privacy enhancement, privacy-enhancing techniques, soft biometric privacy

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

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

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

Grm, Klemen; Pernus, Martin; Cluzel, Leo; Scheirer, Walter J.; Dobrisek, Simon; Struc, Vitomir

Face Hallucination Revisited: An Exploratory Study on Dataset Bias Inproceedings

In: IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019.

Abstract | Links | BibTeX | Tags: dataset bias, face, face hallucination, super-resolution

2018

Meden, Blaz; Peer, Peter; Struc, Vitomir

Selective Face Deidentification with End-to-End Perceptual Loss Learning Inproceedings

In: 2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI), pp. 1–7, IEEE 2018.

Abstract | Links | BibTeX | Tags: deidentification, face, face deidentification, privacy protection

Grm, Klemen; Štruc, Vitomir

Deep face recognition for surveillance applications Journal Article

In: IEEE Intelligent Systems, vol. 33, no. 3, pp. 46–50, 2018.

Abstract | Links | BibTeX | Tags: biometrics, face, face recognition, performance evaluation, surveillance

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

k-Same-Net: k-Anonymity with Generative Deep Neural Networks for Face Deidentification Journal Article

In: Entropy, vol. 20, no. 1, pp. 60, 2018.

Abstract | Links | BibTeX | Tags: deidentification, face, k-same, k-same-net, privacy protection

2017

Klemen, Grm; Simon, Dobrišek; Vitomir, Štruc

Evaluating image superresolution algorithms for cross-resolution face recognition Inproceedings

In: Proceedings of the Twenty-sixth International Electrotechnical and Computer Science Conference ERK 2017, 2017.

Abstract | Links | BibTeX | Tags: face, face hallucination, face recognition, performance evaluation, super-resolution

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

Meden, Blaz; Emersic, Ziga; Struc, Vitomir; Peer, Peter

k-Same-Net: Neural-Network-Based Face Deidentification Inproceedings

In: 2017 International Conference and Workshop on Bioinspired Intelligence (IWOBI), pp. 1–7, IEEE 2017.

Abstract | Links | BibTeX | Tags: deidentification, face, privacy protection