Publications

193 entries « 4 of 4 »

2011

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

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

In: Proceedings of the COST workshop on Biometrics and Identity Management (BioID), pp. 180/192, Springer-Verlag, Berlin, Heidelberg, 2011.

Abstract | Links | BibTeX | Tags: ASEF, correlation filters, eye localization, face image processing, landmark localization, landmarking, PSEF

2010

Štruc, Vitomir; Pavešić, Nikola

Face recogniton from color images using sparse projection analysis Proceedings Article

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 Proceedings Article

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; Vesnicer, Boštjan; Mihelič, France; Pavešić, Nikola

Removing Illumination Artifacts from Face Images using the Nuisance Attribute Projection Proceedings Article

In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'10), pp. 846-849, IEEE, Dallas, Texas, USA, 2010.

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

Štruc, Vitomir; Pavešić, Nikola

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

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

Links | BibTeX | Tags: biometrics, face recognition, feature extraction, Gabor features, Gabor filters, illumination changes, phase features

Štruc, Vitomir; Pavešić, Nikola

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

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

Abstract | Links | BibTeX | Tags: biometrics, combined model, face recognition, feature extraction, Gabor features, phase features

Poh, Norman; Chan, Chi Ho; Kittler, Josef; Marcel, Sebastien; Cool, Christopher Mc; 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, vol. 5, no. 4, pp. 781–801, 2010.

Abstract | Links | BibTeX | Tags: biometrics, competition, face recognition, face verification, group evaluation, video

Štruc, Vitomir; Dobrišek, Simon; Pavešić, Nikola

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

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

Gajšek, Rok; Štruc, Vitomir; Mihelič, France

Multi-modal Emotion Recognition using Canonical Correlations and Acustic Features Proceedings Article

In: Proceedings of the International Conference on Pattern Recognition (ICPR), pp. 4133-4136, IAPR Istanbul, Turkey, 2010.

Abstract | Links | BibTeX | Tags: acustic features, canonical correlations, emotion recognition, facial expression recognition, multi modality, speech processing, speech technologies

Gajšek, Rok; Štruc, Vitomir; Mihelič, France

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

In: Proceedings of Text, Speech and Dialogue (TSD), pp. 275-282, Springer-Verlag, Berlin, Heidelberg, 2010.

Abstract | Links | BibTeX | Tags: emotion recognition, facial expression recognition, multi modality, speech processing, speech technologies, spontaneous emotions, video processing

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

Eye Localization using correlation filters Proceedings Article

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

BibTeX | Tags: ASEF, correlation filters, eye localization, face image processing, landmark localization, PSEF

Murovec, Boštjan; Tiedje, James M; Stres, Blaž

DNA encoding for an efficient 'Omics processing Journal Article

In: Computer Methods and Programs in Biomedicine, vol. 100, no. 2, pp. 175 - 190, 2010, ISSN: 0169-2607.

Abstract | Links | BibTeX | Tags: Binary DNA encoding, Binary nucleotide encoding, DNA-64, NumFASTA

2009

Štruc, Vitomir; Gajšek, Rok; Pavešić, Nikola

Principal Gabor Filters for Face Recognition Proceedings Article

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

Gajšek, Rok; Štruc, Vitomir; Dobrišek, Simon; Mihelič, France

Emotion recognition using linear transformations in combination with video Proceedings Article

In: Speech and intelligence: proceedings of Interspeech 2009, pp. 1967-1970, Brighton, UK, 2009.

Abstract | Links | BibTeX | Tags: emotion recognition, facial expression recognition, interspeech, speech, speech technologies, spontaneous emotions

Štruc, Vitomir; Ma, Zongmin; Pavešić, Nikola

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

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 Proceedings Article

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 Proceedings Article

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 Proceedings Article

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 Proceedings Article

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

Štruc, Vitomir; Pavešić, Nikola

Hand-Geometry Device Book Section

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

Abstract | Links | BibTeX | Tags: biometrics, device, encyclopedia, hand geometry, sensor

Štruc, Vitomir; Pavešić, Nikola

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

In: Informatica (Vilnius), vol. 20, no. 1, pp. 115-138, 2009.

Abstract | Links | BibTeX | Tags: biometrics, face recogntiion, kernel partial least squares, kpca, lda, pca

Štruc, Vitomir; Žibert, Janez; Pavešić, Nikola

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

In: WSEAS transactions on information science and applications, vol. 6, no. 3, pp. 520-529, 2009.

Abstract | Links | BibTeX | Tags: biometrics, face recognition, histogram, histogram remapping, image processing, preprocessing

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

Multi-modal emotional database: AvID Journal Article

In: Informatica (Ljubljana), vol. 33, no. 1, pp. 101-106, 2009.

Abstract | Links | BibTeX | Tags: avid, database, dataset, emotion recognition, facial expression recognition, speech, speech technologies, spontaneous emotions

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

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

In: Electrotechnical Review, vol. 76, no. 1-2, pp. 7-12, 2009.

Abstract | Links | BibTeX | Tags: biometrics, face recognition, one sample size problem, regression techniques, small sample size

Štruc, Vitomir; Pavešić, Nikola

Phase-congruency features for palm-print verification Journal Article

In: IET Signal Processing, vol. 3, no. 4, pp. 258-268, 2009.

Links | BibTeX | Tags: biometrics, feature extraction, palmprint verification, palmprints, phase congruency features, recognition

Štruc, Vitomir; Pavešić, Nikola

Gaussianization of image patches for efficient palmprint recognition Journal Article

In: Electrotechnical Review, vol. 76, no. 5, pp. 245-250, 2009.

Abstract | Links | BibTeX | Tags: biometrics, gaussianization, histogram remapping, palmprint recognition, palmprints, 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 Proceedings Article

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

Štruc, Vitomir; Pavešić, Nikola

Illumination Invariant Face Recognition by Non-Local Smoothing Proceedings Article

In: Biometric ID management and multimodal communication, pp. 1-8, Springer-Verlag, Berlin, Heidelberg, 2009.

Abstract | Links | BibTeX | Tags: biometrics, face verification, illumination changes, illumination invariance, illumination normalization, pca, preprocessing

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

Combining audio and video for detection of spontaneous emotions Proceedings Article

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

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

Analysis and assessment of AvID: multi-modal emotional database Proceedings Article

In: Text, speech and dialogue / 12th International Conference, pp. 266-273, Springer-Verlag, Berlin, Heidelberg, 2009.

Abstract | Links | BibTeX | Tags: avid database, database, emotion recognition, multimodal database, speech, speech technologies

Stres, Blaž; Tiedje, James M; Murovec, Boštjan

BEsTRF: a tool for optimal resolution of terminal-restriction fragment length polymorphism analysis based on user-defined primer–enzyme–sequence databases Journal Article

In: Bioinformatics, vol. 25, no. 12, pp. 1556-1558, 2009, ISSN: 1367-4803.

Abstract | Links | BibTeX | Tags:

2008

Štruc, Vitomir; Vesnicer, Boštjan; Pavešić, Nikola

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

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; Pavešić, Nikola

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

In: Proceedings of the IEEE International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'08), pp. 110-115, IEEE, Jinan, China, 2008, ISBN: 978-0-7695-3305-6.

Abstract | Links | BibTeX | Tags: biometrics, face verification, lda, matching score calculation

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

Regression techniques versus discriminative methods for face recognition Proceedings Article

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 Proceedings Article

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

Palmprint recognition using the trace transform Proceedings Article

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

Abstract | Links | BibTeX | Tags: biometrics, palmprints, trace transform

Štruc, Vitomir; Mihelič, France; Pavešić, Nikola

Face authentication using a hybrid approach Journal Article

In: Journal of Electronic Imaging, vol. 17, no. 1, pp. 1-11, 2008.

Abstract | Links | BibTeX | Tags: biometrics, face recognition, hybrid approach, kernel partial least squares, trace transform

Štruc, Vitomir; Pavešić, Nikola

A palmprint verification system based on phase congruency features Proceedings Article

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

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

AvID: audio-video emotional database Proceedings Article

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

BibTeX | Tags: database, dataset, emotion recognition, facial expression recognition, multimodal database, speech technology, spontaneous emotions

2007

Mihelič, Nikola Pavešić Vitomir Štruc France

Color spaces for face recognition Proceedings Article

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

Štruc, Vitomir; Pavešić, Nikola

Impact of image degradations on the face recognition accuracy Journal Article

In: Electrotechnical Review, vol. 74, no. 3, pp. 145-150, 2007.

Abstract | Links | BibTeX | Tags: biometrics, face recognition, ica, image degradations, lda, pca

2004

Murovec, Boštjan; Šuhel, Peter

A repairing technique for the local search of the job-shop problem Journal Article

In: European Journal of Operational Research, vol. 153, no. 1, pp. 220 - 238, 2004, ISSN: 0377-2217, (Timetabling and Rostering).

Abstract | Links | BibTeX | Tags: Job-shop, Local search, Neighborhood function, Scheduling

0000

Peter Rot Blaz Meden, Philipp Terhorst

Privacy-Enhancing Face Biometrics: A Comprehensive Survey Journal Article

In: IEEE Transactions on Information Forensics and Security, vol. vol. 16, pp. 4147-4183, 0000.

Abstract | Links | BibTeX | Tags: B-PETs, biometrics, DEID, deidentification, face deidentification, face recognition, FaceGEN, overview, privacy, privacy-enhancing techniques, survey

193 entries « 4 of 4 »