Publications


2016

Journal Articles

Jaka Kravanja, Mario Žganec, Jerneja Žganec-Gros, Simon Dobrišek, Vitomir Štruc

Robust Depth Image Acquisition Using Modulated Pattern Projection and Probabilistic Graphical Models Journal Article

In: Sensors, 16 (10), pp. 1740, 2016.

Abstract | Links | BibTeX

Jaka Kravanja, Mario Žganec, Jerneja Žganec-Gros, Simon Dobrišek, Vitomir Štruc

Exploiting Spatio-Temporal Information for Light-Plane Labeling in Depth-Image Sensors Using Probabilistic Graphical Models Journal Article

In: Informatica, 27 (1), pp. 67–84, 2016.

Abstract | Links | BibTeX

Conferences

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

Report on the BTAS 2016 Video Person Recognition Evaluation Conference

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

Abstract | BibTeX

Klemen Grm, Simon Dobrišek, Vitomir Štruc

Deep pair-wise similarity learning for face recognition Conference

4th International Workshop on Biometrics and Forensics (IWBF), IEEE 2016.

Abstract | Links | BibTeX

Inproceedings

Janez Križaj, Simon Dobrišek, France Mihelič, Vitomir Štruc

Facial Landmark Localization from 3D Images Inproceedings

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

Abstract | BibTeX

Sebastjan Fabijan, Vitomir Štruc

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

Žiga Stržinar, Klemen Grm, Vitomir Štruc

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

Simon Dobrišek, David Čefarin, Vitomir Štruc, France Mihelič

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

In: Jezikovne Tehnologije in Digitalna Humanistika, 2016.

Abstract | Links | BibTeX

Metod Ribič, Žiga Emeršič, Vitomir Štruc, Peter Peer

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

2015

Incollections

Klemen Grm, Simon Dobrišek, Vitomir Štruc

The pose-invariant similarity index for face recognition Incollection

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

BibTeX

Conferences

Vitomir Štruc, Janez Križaj, Simon Dobrišek

Modest face recognition Conference

Proceedings of the International Workshop on Biometrics and Forensics (IWBF), IEEE, 2015.

Abstract | Links | BibTeX

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

Report on the FG 2015 video person recognition evaluation Conference

11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (IEEE FG), 1 , IEEE 2015.

Abstract | Links | BibTeX

Tadej Justin, Vitomir Štruc, Simon Dobrišek, Boštjan Vesnicer, Ivo Ipšić, France Mihelič

Speaker de-identification using diphone recognition and speech synthesis Conference

11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (IEEE FG): DeID 2015, 4 , IEEE 2015.

Abstract | Links | BibTeX

Simon Dobrišek, Vitomir Štruc, Janez Križaj, France Mihelič

Face recognition in the wild with the Probabilistic Gabor-Fisher Classifier Conference

11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (IEEE FG): BWild 2015, 2 , IEEE 2015.

Abstract | Links | BibTeX

Tadej Justin, Vitomir Štruc, Janez Žibert, France Mihelič

Development and Evaluation of the Emotional Slovenian Speech Database-EmoLUKS Conference

Proceedings of the International Conference on Text, Speech, and Dialogue (TSD), Springer 2015.

Abstract | Links | BibTeX

Necati Cihan Camgoz, Vitomir Štruc, Berk Gokberk, Lale Akarun, Ahmet Alp Kindiroglu

Facial Landmark Localization in Depth Images using Supervised Ridge Descent Conference

Proceedings of the IEEE International Conference on Computer Vision Workshops (ICCVW): Chaa Learn, 2015.

Abstract | Links | BibTeX

2014

Journal Articles

Peter Peer, Žiga Emeršič, Jernej Bule, Jerneja Žganec-Gros, Vitomir Štruc

Strategies for exploiting independent cloud implementations of biometric experts in multibiometric scenarios Journal Article

In: Mathematical problems in engineering, 2014 , 2014.

Abstract | Links | BibTeX

Vitomir Štruc, Jerneja Žganec-Gros, Boštjan Vesnicer, Nikola Pavešić

Beyond parametric score normalisation in biometric verification systems Journal Article

In: IET Biometrics, 3 (2), pp. 62–74, 2014.

Abstract | Links | BibTeX

Žiga Emeršič, Jernej Bule, Jerneja Žganec-Gros, Vitomir Štruc, Peter Peer

A case study on multi-modal biometrics in the cloud Journal Article

In: Electrotechnical Review, 81 (3), pp. 74, 2014.

Abstract | Links | BibTeX

Conferences

Janez Križaj, Vitomir Štruc, France Mihelič

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

Proceedings of the Mexican Conference on Pattern Recognition (MCPR), Springer 2014.

Abstract | Links | BibTeX

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

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

Proceedings of Odyssey: The Speaker and Language Recognition Workshop, 2014.

Abstract | Links | BibTeX

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

The ijcb 2014 pasc video face and person recognition competition Conference

Proceedings of the IEEE International Joint Conference on Biometrics (IJCB), IEEE 2014.

Abstract | Links | BibTeX

Inproceedings

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

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

Darijan Marčetić, Slobodan Ribarić, Vitomir Štruc, Nikola Pavešić

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

2013

Inproceedings

Janez Križaj, Simon Dobrišek, Vitomir Štruc, Nikola Pavešić

Robust 3D face recognition using adapted statistical models Inproceedings

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

Abstract | Links | BibTeX

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

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

Journal Articles

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

Zlivanje informacij za zanseljivo in robustno razpoznavanje obrazov Journal Article

In: Electrotechnical Review, 80 (3), pp. 1-12, 2013.

Abstract | Links | BibTeX

Simon Dobrišek, Rok Gajšek, France Mihelič, Nikola Pavešić, Vitomir Štruc

Towards efficient multi-modal emotion recognition Journal Article

In: International Journal of Advanced Robotic Systems, 10 (53), 2013.

Abstract | Links | BibTeX

Peter Peer, Jernej Bule, Jerneja Žganec Gros, Vitomir Štruc

Building cloud-based biometric services Journal Article

In: Informatica, 37 (2), pp. 115, 2013.

Abstract | Links | BibTeX

Vildana Sulič Kenk, Janez Križaj, Vitomir Štruc, Simon Dobrišek

Smart surveillance technologies in border control Journal Article

In: European Journal of Law and Technology, 4 (2), 2013.

Abstract | Links | BibTeX

Conferences

Janez Križaj, Vitomir Štruc, Simon Dobrišek

Combining 3D face representations using region covariance descriptors and statistical models Conference

Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition and Workshops (IEEE FG), Workshop on 3D Face Biometrics, IEEE, Shanghai, China, 2013.

Abstract | Links | BibTeX

Vitomir Štruc, Nikola Pavešić, Jerneja Žganec-Gros, Boštjan Vesnicer

Patch-wise low-dimensional probabilistic linear discriminant analysis for Face Recognition Conference

2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE 2013.

Abstract | Links | BibTeX

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

The 2013 face recognition evaluation in mobile environment Conference

Proceedings of the IAPR International Conference on Biometrics (ICB), IAPR 2013.

Abstract | Links | BibTeX

2012

Journal Articles

Janez Križaj, Vitomir Štruc, Simon Dobrišek

Robust 3D Face Recognition Journal Article

In: Electrotechnical Review, 79 (1-2), pp. 1-6, 2012.

Abstract | Links | BibTeX

Janez Križaj, Vitomir Štruc, Simon Dobrišek

Towards robust 3D face verification using Gaussian mixture models Journal Article

In: International Journal of Advanced Robotic Systems, 9 , 2012.

Abstract | Links | BibTeX

Bostjan Vesnicer, Jerneja Žganec Gros, Nikola Pavešić, Vitomir Štruc

Face recognition using simplified probabilistic linear discriminant analysis Journal Article

In: International Journal of Advanced Robotic Systems, 9 , 2012.

Abstract | Links | BibTeX

2011

Book Chapters

Vitomir Štruc, Nikola Pavešić

Photometric normalization techniques for illumination invariance Book Chapter

In: Zhang, Yu-Jin (Ed.): Advances in Face Image Analysis: Techniques and Technologies, pp. 279-300, IGI-Global, 2011.

Abstract | Links | BibTeX

Conferences

Vitomir Štruc, Jerneja Žganec-Gros, Nikola Pavešić

Principal directions of synthetic exact filters for robust real-time eye localization Conference

Proceedings of the COST workshop on Biometrics and Identity Management (BioID), 6583/2011 , Lecture Notes on Computer Science Springer-Verlag, Berlin, Heidelberg, 2011.

Abstract | Links | BibTeX

2010

Conferences

Vitomir Štruc, Nikola Pavešić

Face recogniton from color images using sparse projection analysis Conference

Proceedings of the 7th International Conference on Image Analysis and Recognition (ICIAR 2010), Povoa de Varzim, Portugal, 2010.

Abstract | Links | BibTeX

Janez Križaj, Vitomir Štruc, Nikola Pavešić

Adaptation of SIFT Features for Robust Face Recognition Conference

Proceedings of the 7th International Conference on Image Analysis and Recognition (ICIAR 2010), Povoa de Varzim, Portugal, 2010.

Abstract | Links | BibTeX

Vitomir Štruc, Boštjan Vesnicer, France Mihelič, Nikola Pavešić

Removing Illumination Artifacts from Face Images using the Nuisance Attribute Projection Conference

Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'10), IEEE, Dallas, Texas, USA, 2010.

Abstract | Links | BibTeX

Vitomir Štruc, Simon Dobrišek, Nikola Pavešić

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

Proceedings of the International Conference on Pattern Recognition (ICPR'10), Istanbul, Turkey, 2010.

Links | BibTeX

Rok Gajšek, Vitomir Štruc, France Mihelič

Multi-modal Emotion Recognition using Canonical Correlations and Acustic Features Conference

Proceedings of the International Conference on Pattern Recognition (ICPR), IAPR Istanbul, Turkey, 2010.

Abstract | Links | BibTeX

Rok Gajšek, Vitomir Štruc, France Mihelič

Multi-modal Emotion Recognition based on the Decoupling of Emotion and Speaker Information Conference

Proceedings of Text, Speech and Dialogue (TSD), 6231/2010 , Lecture Notes on Computer Science Springer-Verlag, Berlin, Heidelberg, 2010.

Abstract | Links | BibTeX

Book Chapters

Vitomir Štruc, Nikola Pavešić

From Gabor Magnitude to Gabor Phase Features: Tackling the Problem of Face Recognition under Severe Illumination Changes Book Chapter

In: Oravec, Milos (Ed.): Face Recognition, pp. 215-238, In-Tech, Vienna, 2010.

Links | BibTeX

Journal Articles

Vitomir Štruc, Nikola Pavešić

The Complete Gabor-Fisher Classifier for Robust Face Recognition Journal Article

In: EURASIP Advances in Signal Processing, 2010 , pp. 26, 2010.

Abstract | Links | BibTeX

Poh, Norman, Chan, Chi Ho, Kittler, Josef, Marcel, Sebastien, Mc Cool, Christopher, Rua, Enrique Argones, Castro, Jose Luis Alba, Villegas, Mauricio, Paredes, Roberto, Struc, Vitomir, others

An evaluation of video-to-video face verification Journal Article

In: IEEE Transactions on Information Forensics and Security, 5 (4), pp. 781–801, 2010.

Abstract | Links | BibTeX

Inproceedings

Vitomir Štruc, Jerneja Žganec-Gros, Nikola Pavešić

Eye Localization using correlation filters Inproceedings

In: Proceedings of the International Conference DOGS, pp. 188-191, Novi Sad, Serbia, 2010.

BibTeX

2009

Conferences

Vitomir Štruc, Rok Gajšek, Nikola Pavešić

Principal Gabor Filters for Face Recognition Conference

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

Abstract | Links | BibTeX

Rok Gajšek, Vitomir Štruc, Simon Dobrišek, France Mihelič

Emotion recognition using linear transformations in combination with video Conference

Speech and intelligence: proceedings of Interspeech 2009, Brighton, UK, 2009.

Abstract | Links | BibTeX

Vitomir Štruc, Nikola Pavešić

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

Proceedings of the International Conference on Machine Learning and Pattern Recognition (ICMLPR'09), 54 , Paris, France, 2009.

Abstract | Links | BibTeX

Vitomir Štruc, Nikola Pavešić

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

Proceedings of the International Conference on Mathematical Modeling (MATHMOD'09), Viena, Austria, 2009.

Abstract | Links | BibTeX

Vitomir Štruc, Nikola Pavešić

Image normalization techniques for robust face recognition Conference

Proceedings of the International Conference on Signal Processing, Robotics and Automation (ISPRA'09), Cambridge, UK, 2009.

BibTeX

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

Face Video Competition Conference

Proceedings of the international Conference on Biometrics (ICB), 5558 , Lecture Notes on Computer Science Springer-Verlag, Berlin, Heidelberg, 2009.

Abstract | Links | BibTeX

Vitomir Štruc, Nikola Pavešić

Illumination Invariant Face Recognition by Non-Local Smoothing Conference

Biometric ID management and multimodal communication, 5707 , Lecture Notes on Computer Science Springer-Verlag, Berlin, Heidelberg, 2009.

Abstract | Links | BibTeX

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

Combining audio and video for detection of spontaneous emotions Conference

Biometric ID management and multimodal communication, 5707 , Lecture Notes on Computer Science Springer-Verlag, Berlin, Heidelberg, 2009.

Abstract | Links | BibTeX

Rok Gajšek, Vitomir Štruc, Boštjan Vesnicer, Anja Podlesek, Luka Komidar, France Mihelič

Analysis and assessment of AvID: multi-modal emotional database Conference

Text, speech and dialogue / 12th International Conference, 5729 , Lecture Notes on Computer Science Springer-Verlag, Berlin, Heidelberg, 2009.

Abstract | Links | BibTeX

Inproceedings

Vitomir Štruc, Zongmin Ma, Nikola Pavešić

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

Vitomir Štruc, Zongmin Ma, Nikola Pavešić

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

Book Chapters

Vitomir Štruc, Nikola Pavešić

Hand-Geometry Device Book Chapter

In: Li, Stan Z (Ed.): Encyclopedia of biometrics, pp. 693-698, Springer-Verlag, New York, 2009.

Abstract | Links | BibTeX

Journal Articles

Vitomir Štruc, Nikola Pavešić

Gabor-based kernel-partial-least-squares discrimination features for face recognition Journal Article

In: Informatica (Vilnius), 20 (1), pp. 115-138, 2009.

Abstract | Links | BibTeX

Vitomir Štruc, Janez Žibert, Nikola Pavešić

Histogram remapping as a preprocessing step for robust face recognition Journal Article

In: WSEAS transactions on information science and applications, 6 (3), pp. 520-529, 2009.

Abstract | Links | BibTeX

Rok Gajšek, Vitomir Štruc, France Mihelič, Anja Podlesek, Luka Komidar, Gregor Sočan, Boštjan Bajec

Multi-modal emotional database: AvID Journal Article

In: Informatica (Ljubljana), 33 (1), pp. 101-106, 2009.

Abstract | Links | BibTeX

Vitomir Štruc, Rok Gajšek, France Mihelič, Nikola Pavešić

Using regression techniques for coping with the one-sample-size problem of face recognition Journal Article

In: Electrotechnical Review, 76 (1-2), pp. 7-12, 2009.

Abstract | Links | BibTeX

Vitomir Štruc, Nikola Pavešić

Phase-congruency features for palm-print verification Journal Article

In: IET Signal Processing, 3 (4), pp. 258-268, 2009.

Links | BibTeX

Vitomir Štruc, Nikola Pavešić

Gaussianization of image patches for efficient palmprint recognition Journal Article

In: Electrotechnical Review, 76 (5), pp. 245-250, 2009.

Abstract | Links | BibTeX

2008

Conferences

Vitomir Štruc, Boštjan Vesnicer, Nikola Pavešić

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

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

Abstract | Links | BibTeX

Vitomir Štruc, Nikola Pavešić

The corrected normalized correlation coefficient: a novel way of matching score calculation for LDA-based face verification Conference

Proceedings of the IEEE International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'08), 4 , IEEE, Jinan, China, 2008, ISBN: 978-0-7695-3305-6.

Abstract | Links | BibTeX

Vitomir Štruc, Nikola Pavešić

A palmprint verification system based on phase congruency features Conference

Biometrics and Identity Management, 5372 , Lecture Notes on Computer Science Springer-Verlag, Berlin, Heidelberg, 2008.

Abstract | Links | BibTeX

Inproceedings

Vitomir Štruc, France Mihelič, Rok Gajšek, Nikola Pavešić

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

Vitomir Štruc, France Mihelič, Nikola Pavešić

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

Vitomir Štruc, Nikola Pavešić

Palmprint recognition using the trace transform Inproceedings

In: Proceedings of the national conference ROSUS'08, pp. 41-48, Maribor, Slovenia, 2008.

Abstract | Links | BibTeX

Rok Gajšek, Anja Podlesek, Luka Komidar, Grekor Sočan, Boštjan Bajec, Vitomir Štruc, Valentin Bucik, France Mihelič

AvID: audio-video emotional database Inproceedings

In: Proceedings of the 11th International Multi-conference Information Society (IS'08), pp. 70-74, Ljubljana, Slovenia, 2008.

BibTeX

Journal Articles

Vitomir Štruc, France Mihelič, Nikola Pavešić

Face authentication using a hybrid approach Journal Article

In: Journal of Electronic Imaging, 17 (1), pp. 1-11, 2008.

Abstract | Links | BibTeX

2007

Inproceedings

Vitomir Štruc, France Mihelič, Nikola Pavešić

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

Journal Articles

Vitomir Štruc, Nikola Pavešić

Impact of image degradations on the face recognition accuracy Journal Article

In: Electrotechnical Review, 74 (3), pp. 145-150, 2007.

Abstract | Links | BibTeX