Publications

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2018

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

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

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

Covariate analysis of descriptor-based ear recognition techniques Inproceedings

In: 2017 international conference and workshop on bioinspired intelligence (IWOBI), pp. 1–9, IEEE 2017.

Abstract | Links | BibTeX | Tags: AWE, covariate analysis, descriptors, ear, performance evaluation

2016

Scheirer, Walter; Flynn, Patrick; Ding, Changxing; Guo, Guodong; Štruc, Vitomir; Jazaery, Mohamad Al; Dobrišek, Simon; Grm, Klemen; Tao, Dacheng; Zhu, Yu; Brogan, Joel; Banerjee, Sandipan; Bharati, Aparna; Webster, Brandon Richard

Report on the BTAS 2016 Video Person Recognition Evaluation Inproceedings

In: Proceedings of the IEEE International Conference on Biometrics: Theory, Applications ans Systems (BTAS), IEEE, 2016.

Abstract | BibTeX | Tags: biometrics, competition, face recognition, group evaluation, PaSC, performance evaluation

Fabijan, Sebastjan; Štruc, Vitomir

Vpliv registracije obraznih področij na učinkovitost samodejnega razpoznavanja obrazov: študija z OpenBR Inproceedings

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

Abstract | Links | BibTeX | Tags: 4SF, biometrics, face alignment, face recognition, LFW, OpenBR, performance evaluation

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

Dobrišek, Simon; Čefarin, David; Štruc, Vitomir; Mihelič, France

Assessment of the Google Speech Application Programming Interface for Automatic Slovenian Speech Recognition Inproceedings

In: Jezikovne Tehnologije in Digitalna Humanistika, 2016.

Abstract | Links | BibTeX | Tags: Google, performance evaluation, speech API, speech technologies

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

Štruc, Vitomir; Križaj, Janez; Dobrišek, Simon

Modest face recognition Inproceedings

In: Proceedings of the International Workshop on Biometrics and Forensics (IWBF), pp. 1–6, IEEE, 2015.

Abstract | Links | BibTeX | Tags: biometrics, face verification, Gabor features, image descriptors, LBP, multi modality, PaSC, performance evaluation

Beveridge, Ross; Zhang, Hao; Draper, Bruce A; Flynn, Patrick J; Feng, Zhenhua; Huber, Patrik; Kittler, Josef; Huang, Zhiwu; Li, Shaoxin; Li, Yan; Štruc, Vitomir; Križaj, Janez; others,

Report on the FG 2015 video person recognition evaluation Inproceedings

In: 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (IEEE FG), pp. 1–8, IEEE 2015.

Abstract | Links | BibTeX | Tags: biometrics, competition, face verification, FG, group evaluation, PaSC, performance evaluation

2014

Križaj, Janez; Štruc, Vitomir; Mihelič, France

A Feasibility Study on the Use of Binary Keypoint Descriptors for 3D Face Recognition Inproceedings

In: Proceedings of the Mexican Conference on Pattern Recognition (MCPR), pp. 142–151, Springer 2014.

Abstract | Links | BibTeX | Tags: 3d face recognition, binary descriptors, biometrics, BRISK, CASIA, face verification, FREAK, FRGC, MCPR, ORB, performance evaluation, SIFT, SURF

Križaj, Janez; Štruc, Vitomir; Dobrišek, Simon; Marčetić, Darijan; Ribarić, Slobodan

SIFT vs. FREAK: Assessing the usefulness of two keypoint descriptors for 3D face verification Inproceedings

In: 37th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), pp. 1336–1341, Mipro Opatija, Croatia, 2014.

Abstract | Links | BibTeX | Tags: 3d face recognition, binary descriptors, face recognition, FREAK, performance comparison, performance evaluation, SIFT

Vesnicer, Boštjan; Žganec-Gros, Jerneja; Dobrišek, Simon; Štruc, Vitomir

Incorporating Duration Information into I-Vector-Based Speaker-Recognition Systems Inproceedings

In: Proceedings of Odyssey: The Speaker and Language Recognition Workshop, pp. 241–248, 2014.

Abstract | Links | BibTeX | Tags: acustic features, biometrics, duration, duration modeling, i-vector, i-vector challenge, Odyssey, performance evaluation, speaker recognition, speech technologies

Beveridge, Ross; Zhang, Hao; Flynn, Patrick; Lee, Yooyoung; Liong, Venice Erin; Lu, Jiwen; de Angeloni, Marcus Assis; de Pereira, Tiago Freitas; Li, Haoxiang; Hua, Gang; Štruc, Vitomir; Križaj, Janez; Phillips, Jonathon

The ijcb 2014 pasc video face and person recognition competition Inproceedings

In: Proceedings of the IEEE International Joint Conference on Biometrics (IJCB), pp. 1–8, IEEE 2014.

Abstract | Links | BibTeX | Tags: biometrics, competition, face recognition, group evaluation, IJCB, PaSC, performance evaluation

2013

Križaj, Janez; Dobrišek, Simon; Štruc, Vitomir; Pavešić, Nikola

Robust 3D face recognition using adapted statistical models Inproceedings

In: Proceedings of the Electrotechnical and Computer Science Conference (ERK'13), 2013.

Abstract | Links | BibTeX | Tags: 3d face recognition, biometrics, covariance descriptor, face verification, FRGC, GMM, modeling, performance evaluation, region-covariance matrix

Štruc, Vitomir; Žganec-Gros, Jerneja; Pavešić, Nikola; Dobrišek, Simon

Zlivanje informacij za zanseljivo in robustno razpoznavanje obrazov Journal Article

In: Electrotechnical Review, vol. 80, no. 3, pp. 1-12, 2013.

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

Štruc, Vitomir; Gros, Jeneja Žganec; Dobrišek, Simon; Pavešić, Nikola

Exploiting representation plurality for robust and efficient face recognition Inproceedings

In: Proceedings of the 22nd Intenational Electrotechnical and Computer Science Conference (ERK'13), pp. 121–124, Portorož, Slovenia, 2013.

Abstract | Links | BibTeX | Tags: competition, erk, face recognition, face verification, group evaluation, ICB, mobile biometrics, MOBIO, performance evaluation

Günther, Manuel; Costa-Pazo, Artur; Ding, Changxing; Boutellaa, Elhocine; Chiachia, Giovani; Zhang, Honglei; de Angeloni, Marcus Assis; Štruc, Vitomir; Khoury, Elie; Vazquez-Fernandez, Esteban; others,

The 2013 face recognition evaluation in mobile environment Inproceedings

In: Proceedings of the IAPR International Conference on Biometrics (ICB), pp. 1–7, IAPR 2013.

Abstract | Links | BibTeX | Tags: biometrics, competition, face recognition, face verification, group evaluation, mobile biometrics, MOBIO, performance evaluation

2010

Štruc, Vitomir; Pavešić, Nikola

Face recogniton from color images using sparse projection analysis Inproceedings

In: Proceedings of the 7th International Conference on Image Analysis and Recognition (ICIAR 2010), pp. 445-453, Povoa de Varzim, Portugal, 2010.

Abstract | Links | BibTeX | Tags: biometrics, face verification, ICIAR, performance evaluation, sparse projection analysis

Križaj, Janez; Štruc, Vitomir; Pavešić, Nikola

Adaptation of SIFT Features for Robust Face Recognition Inproceedings

In: Proceedings of the 7th International Conference on Image Analysis and Recognition (ICIAR 2010), pp. 394-404, Povoa de Varzim, Portugal, 2010.

Abstract | Links | BibTeX | Tags: biometrics, dense SIFT, face recognition, performance evaluation, SIFT, SIFT features

Štruc, Vitomir; Dobrišek, Simon; Pavešić, Nikola

Confidence Weighted Subspace Projection Techniques for Robust Face Recognition in the Presence of Partial Occlusions Inproceedings

In: Proceedings of the International Conference on Pattern Recognition (ICPR'10), pp. 1334-1338, Istanbul, Turkey, 2010.

Links | BibTeX | Tags: biometrics, face recognition, face verification, ICPR, performance evaluation, subspace projection

2009

Štruc, Vitomir; Gajšek, Rok; Pavešić, Nikola

Principal Gabor Filters for Face Recognition Inproceedings

In: Proceedings of the 3rd IEEE International Conference on Biometrics: Theory, Systems and Applications (BTAS'09), pp. 1-6, IEEE, Washington D.C., U.S.A., 2009.

Abstract | Links | BibTeX | Tags: biometrics, face verification, feature extraction, Gabor features, performance evaluation, principal Gabor filters

Štruc, Vitomir; Ma, Zongmin; Pavešić, Nikola

Nuisance Attribute Projection in the Logarithm Domain for Face Recognition under Severe Illumination Changes Inproceedings

In: Proceedings of the IEEE International Electrotechnical and Computer Science Conference (ERK'09), pp. 279-281, Portorož, Slovenia, 2009.

BibTeX | Tags: biometrics, face verification, illumination changes, illumination invariance, nuisance attribute projection, performance evaluation, robust recognition

Štruc, Vitomir; Ma, Zongmin; Pavešić, Nikola

Face Recognition using Sparse Projection Axes Inproceedings

In: Proceedings of the IEEE International Electrotechnical and Computer Science Conference (ERK'09), pp. 271-274, Portorož, Slovenia, 2009.

BibTeX | Tags: biometrics, erk, face recognition, face verification, performance evaluation, sparse projection analysis

Štruc, Vitomir; Pavešić, Nikola

A comparative assessment of appearance based feature extraction techniques and their susceptibility to image degradations in face recognition systems Inproceedings

In: Proceedings of the International Conference on Machine Learning and Pattern Recognition (ICMLPR'09), pp. 326-334, Paris, France, 2009.

Abstract | Links | BibTeX | Tags: biometrics, face recognition, face verification, image degradations, performance evaluation

Štruc, Vitomir; Pavešić, Nikola

A comparison of feature normalization techniques for PCA-based palmprint recognition Inproceedings

In: Proceedings of the International Conference on Mathematical Modeling (MATHMOD'09), pp. 2450-2453, Viena, Austria, 2009.

Abstract | Links | BibTeX | Tags: biometrics, face verification, feature normalization, normalization, pca, performance evaluation

Štruc, Vitomir; Pavešić, Nikola

Image normalization techniques for robust face recognition Inproceedings

In: Proceedings of the International Conference on Signal Processing, Robotics and Automation (ISPRA'09), pp. 155-160, Cambridge, UK, 2009.

BibTeX | Tags: biometrics, face recognition, face verification, histogram remapping, performance evaluation, preprocessing

Poh, Norman; Chan, Chi Ho; Kittler, Josef; Marcel, Sebastien; McCool, Christopher; Argones-Rua, Enrique; Alba-Castro, Jose Luis; Villegas, Mauricio; Paredes, Roberto; Štruc, Vitomir; Pavešić, Nikola; Salah, Albert Ali; Fang, Hui; Costen, Nicholas

Face Video Competition Inproceedings

In: Tistarelli, Massimo; Nixon, Mark (Ed.): Proceedings of the international Conference on Biometrics (ICB), pp. 715-724, Springer-Verlag, Berlin, Heidelberg, 2009.

Abstract | Links | BibTeX | Tags: biometrics, competition, face recognition, face verification, ICB, performance evaluation

Gajšek, Rok; Štruc, Vitomir; Dobrišek, Simon; Žibert, Janez; Mihelič, France; Pavešić, Nikola

Combining audio and video for detection of spontaneous emotions Inproceedings

In: Biometric ID management and multimodal communication, pp. 114-121, Springer-Verlag, Berlin, Heidelberg, 2009.

Abstract | Links | BibTeX | Tags: emotion recognition, facial expression recognition, performance evaluation, speech processing, speech technologies

2008

Štruc, Vitomir; Vesnicer, Boštjan; Pavešić, Nikola

The phase-based Gabor Fisher classifier and its application to face recognition under varying illumination conditions Inproceedings

In: Proceedings of the IEEE International Conference on Signal Processing and Communication Systems (ICSPCS'08), pp. 1-6, IEEE, Gold Coast, Australia, 2008, ISBN: 978-1-4244-4243-0.

Abstract | Links | BibTeX | Tags: biometrics, face verification, feature extraction, Gabor features, performance evaluation, phase congruency features, phase features

Štruc, Vitomir; Mihelič, France; Gajšek, Rok; Pavešić, Nikola

Regression techniques versus discriminative methods for face recognition Inproceedings

In: Proceedings of the 9th international PhD Workshop on Systems and Control, pp. 1-5, Izola, Slovenia, 2008.

Abstract | Links | BibTeX | Tags: biometrics, face recognition, face verification, modeling, performance evaluation, regression techniques

Štruc, Vitomir; Mihelič, France; Pavešić, Nikola

Combining experts for improved face verification performance Inproceedings

In: Proceedings of the IEEE International Electrotechnical and Computer Science Conference (ERK'08), pp. 233-236, Portorož, Slovenia, 2008.

Abstract | Links | BibTeX | Tags: biometrics, erk, face recognition, face verification, fusion, performance evaluation

Štruc, Vitomir; Pavešić, Nikola

A palmprint verification system based on phase congruency features Inproceedings

In: Schouten, Ben; Juul, Niels Christian; Drygajlo, Andrzej; Tistarelli, Massimo (Ed.): Biometrics and Identity Management, pp. 110-119, Springer-Verlag, Berlin, Heidelberg, 2008.

Abstract | Links | BibTeX | Tags: feature extraction, palmprint recognition, palmprint verification, palmprints, performance evaluation