Publications

159 entries « 2 of 4 »

2018

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

Evaluation and analysis of ear recognition models: performance, complexity and resource requirements Journal Article

In: Neural Computing and Applications, pp. 1–16, 2018, ISBN: 0941-0643.

Abstract | Links | BibTeX | Tags: AWE, AWEx, descriptor methods, ear recognition, extended annotated web ears dataset

Banerjee, Sandipan; Brogan, Joel; Krizaj, Janez; Bharati, Aparna; RichardWebster, Brandon; Struc, Vitomir; Flynn, Patrick J.; Scheirer, Walter J.

To frontalize or not to frontalize: Do we really need elaborate pre-processing to improve face recognition? Inproceedings

In: 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 20–29, IEEE 2018.

Abstract | Links | BibTeX | Tags: face alignment, face recognition, landmarking

Emeršič, Žiga; Gabriel, Luka; Štruc, Vitomir; Peer, Peter

Convolutional encoder--decoder networks for pixel-wise ear detection and segmentation Journal Article

In: IET Biometrics, vol. 7, no. 3, pp. 175–184, 2018.

Abstract | Links | BibTeX | Tags: annotated web ears, AWE, biometrics, ear, ear detection, pixel-wise detection, segmentation

Emeršič, Žiga; Playa, Nil Oleart; Štruc, Vitomir; Peer, Peter

Towards Accessories-Aware Ear Recognition Inproceedings

In: 2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI), pp. 1–8, IEEE 2018.

Abstract | Links | BibTeX | Tags: accessories, biometrics, ear recognition

Vidal, Rosaura G.; Banerjee, Sreya; Grm, Klemen; Struc, Vitomir; Scheirer, Walter J.

UG^ 2: A Video Benchmark for Assessing the Impact of Image Restoration and Enhancement on Automatic Visual Recognition Inproceedings

In: 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 1597–1606, IEEE 2018.

Abstract | Links | BibTeX | Tags: benchmark, computational photography, image enhancement, image restoration, UAV, UG2, visual recognition

Das, Abhijit; Pal, Umapada; Ferrer, Miguel A.; Blumenstein, Michael; Štepec, Dejan; Rot, Peter; Emeršič, Žiga; Peer, Peter; Štruc, Vitomir

SSBC 2018: Sclera Segmentation Benchmarking Competition Inproceedings

In: 2018 International Conference on Biometrics (ICB), 2018.

Abstract | Links | BibTeX | Tags: competition, ocular, sclera, sclera segmentation

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

Šket, Robert; Debevec, Tadej; Kublik, Susanne; Schloter, Michael; Schoeller, Anne; Murovec, Boštjan; Mikuš, Katarina Vogel; Makuc, Damjan; Pečnik, Klemen; Plavec, Janez; Mekjavić, Igor B; Eiken, Ola; Prevoršek, Zala; Stres, Blaž

Intestinal Metagenomes and Metabolomes in Healthy Young Males: Inactivity and Hypoxia Generated Negative Physiological Symptoms Precede Microbial Dysbiosis Journal Article

In: Frontiers in Physiology, vol. 9, pp. 198, 2018, ISSN: 1664-042X.

Abstract | Links | BibTeX | Tags:

Murovec, Boštjan; Makuc, Damjan; Repinc, Sabina Kolbl; Prevoršek, Zala; Zavec, Domen; Šket, Robert; Pečnik, Klemen; Plavec, Janez; Stres, Blaž

1H NMR metabolomics of microbial metabolites in the four MW agricultural biogas plant reactors: A case study of inhibition mirroring the acute rumen acidosis symptoms Journal Article

In: Journal of Environmental Management, vol. 222, pp. 428 - 435, 2018, ISSN: 0301-4797.

Abstract | Links | BibTeX | Tags: 1H NMR, Biogas plant, Chenomix, Metabolomics, Reactor inhibition

2017

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

Do it Yourself: Building a Low-Cost Iris Recognition System at Home Using Off-The-Shelf Components Inproceedings

In: Electrotechnical and Computer Science Conference ERK 2017, 2017.

Abstract | Links | BibTeX | Tags: biometrics, iris, sensor design

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

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

Face recognition with Raspberry Pi for IoT Environments. Inproceedings

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

Abstract | Links | BibTeX | Tags: face recognition, IoT, PI, proof of concept

Emeršič, Žiga; Štepec, Dejan; Štruc, Vitomir; Peer, Peter; George, Anjith; Ahmad, Adii; Omar, Elshibani; Boult, Terrance E.; Safdaii, Reza; Zhou, Yuxiang; others Stefanos Zafeiriou,; Yaman, Dogucan; Eyoikur, Fevziye I.; Ekenel, Hazim K.

The unconstrained ear recognition challenge Inproceedings

In: 2017 IEEE International Joint Conference on Biometrics (IJCB), pp. 715–724, IEEE 2017.

Abstract | Links | BibTeX | Tags: biometrics, competition, ear recognition, IJCB, uerc, unconstrained ear recognition challenge

Emeršič, Žiga; Štepec, Dejan; Štruc, Vitomir; Peer, Peter

Training convolutional neural networks with limited training data for ear recognition in the wild Inproceedings

In: IEEE International Conference on Automatic Face and Gesture Recognition, Workshop on Biometrics in the Wild 2017, 2017.

Abstract | Links | BibTeX | Tags: CNN, convolutional neural networks, ear, ear recognition, limited data, model learning

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

Emeršič, Žiga; Štruc, Vitomir; Peer, Peter

Ear recognition: More than a survey Journal Article

In: Neurocomputing, vol. 255, pp. 26–39, 2017.

Abstract | Links | BibTeX | Tags: AWE, biometrics, dataset, ear, ear recognition, performance evalution, survey, toolbox

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

Das, Abhijit; Pal, Umapada; Ferrer, Miguel A; Blumenstein, Michael; Štepec, Dejan; Rot, Peter; Emeršič, Ziga; Peer, Peter; Štruc, Vitomir; Kumar, SV Aruna; S, Harish B

SSERBC 2017: Sclera segmentation and eye recognition benchmarking competition Inproceedings

In: 2017 IEEE International Joint Conference on Biometrics (IJCB), pp. 742–747, IEEE 2017.

Abstract | Links | BibTeX | Tags: competition, sclera, sclera segmentation

Grm, Klemen; Štruc, Vitomir; Artiges, Anais; Caron, Matthieu; Ekenel, Hazim K.

Strengths and weaknesses of deep learning models for face recognition against image degradations Journal Article

In: IET Biometrics, vol. 7, no. 1, pp. 81–89, 2017.

Abstract | Links | BibTeX | Tags: CNN, convolutional neural networks, face recognition, googlenet, study, vgg

Šket, Robert; Treichel, Nicole; Kublik, Susanne; Debevec, Tadej; Eiken, Ola; Mekjavić, Igor; Schloter, Michael; Vital, Marius; Chandler, Jenna; Tiedje, James M; Murovec, Boštjan; Prevoršek, Zala; Likar, Matevž; Stres, Blaž

Hypoxia and inactivity related physiological changes precede or take place in absence of significant rearrangements in bacterial community structure: The PlanHab randomized trial pilot study Journal Article

In: PLOS ONE, vol. 12, no. 12, pp. 1-26, 2017.

Abstract | Links | BibTeX | Tags:

Šket, Robert; Treichel, Nicole; Debevec, Tadej; Eiken, Ola; Mekjavic, Igor; Schloter, Michael; Vital, Marius; Chandler, Jenna; Tiedje, James M; Murovec, Boštjan; Prevoršek, Zala; Stres, Blaž

Hypoxia and Inactivity Related Physiological Changes (Constipation, Inflammation) Are Not Reflected at the Level of Gut Metabolites and Butyrate Producing Microbial Community: The PlanHab Study Journal Article

In: Frontiers in Physiology, vol. 8, pp. 250, 2017, ISSN: 1664-042X.

Abstract | Links | BibTeX | Tags:

2016

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

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

In: Sensors, vol. 16, no. 10, pp. 1740, 2016.

Abstract | Links | BibTeX | Tags: 3d imaging, 3d sensor, depth imaging, depth sensor, graphical models, modulated pattern projection, outdoor deployment, robust operation, Sensors, structured light

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

Križaj, Janez; Dobrišek, Simon; Mihelič, France; Štruc, Vitomir

Facial Landmark Localization from 3D Images Inproceedings

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

Abstract | BibTeX | Tags: 3D face data, 3d landmarking, Bosphorus, face alignment, face image processing, facial landmarking, SDM, supervised descent framework

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

Ribič, Metod; Emeršič, Žiga; Štruc, Vitomir; Peer, Peter

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 | Tags: AWE, AWE dataset, biometrics, ear alignment, ear recognition, image alignment, Ransac, SIFT

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

Preizkus Googlovega govornega programskega vmesnika pri samodejnem razpoznavanju govorjene slovenščine Inproceedings

In: Jezikovne tehnologije in digitalna humanistika, pp. 47-51, 2016.

Abstract | Links | BibTeX | Tags:

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

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

In: Informatica, vol. 27, no. 1, pp. 67–84, 2016.

Abstract | Links | BibTeX | Tags: 3d imaging, correspondance, depth imaging, depth sensing, depth sensor, graphical models, sensor, structured light

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

Golob, Žiga; Gros, Jerneja Žganec; Štruc, Vitomir; Mihelič, France; Dobrišek, Simon

A Composition Algorithm of Compact Finite-State Super Transducers for Grapheme-to-Phoneme Conversion Inproceedings

In: International Conference on Text, Speech, and Dialogue, pp. 375–382, Springer 2016.

Abstract | BibTeX | Tags:

2015

Grm, Klemen; Dobrišek, Simon; Štruc, Vitomir

The pose-invariant similarity index for face recognition Inproceedings

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

BibTeX | Tags: biometrics, CNN, deep learning, deep models, face verification, similarity learning

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

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

Speaker de-identification using diphone recognition and speech synthesis Inproceedings

In: 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (IEEE FG): DeID 2015, pp. 1–7, IEEE 2015.

Abstract | Links | BibTeX | Tags: DEID, FG, speech deidentification, speech recognition, speech synthesis, speech technologies

Dobrišek, Simon; Štruc, Vitomir; Križaj, Janez; Mihelič, France

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

In: 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (IEEE FG): BWild 2015, pp. 1–6, IEEE 2015.

Abstract | Links | BibTeX | Tags: biometrics, BWild, FG, Gabor features, PaSC, plda, probabilistic Gabor Fisher classifier, probabilistic linear discriminant analysis

Justin, Tadej; Štruc, Vitomir; Žibert, Janez; Mihelič, France

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

In: Proceedings of the International Conference on Text, Speech, and Dialogue (TSD), pp. 351–359, Springer 2015.

Abstract | Links | BibTeX | Tags: annotated data, dataset, dataset of emotional speech, EmoLUKS, emotional speech synthesis, speech synthesis, speech technologies, transcriptions

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

Facial Landmark Localization in Depth Images using Supervised Ridge Descent Inproceedings

In: Proceedings of the IEEE International Conference on Computer Vision Workshops (ICCVW): Chaa Learn, pp. 136–141, 2015.

Abstract | Links | BibTeX | Tags: 3d landmarking, facial landmarking, landmark localization, landmarking, ridge regression, SDM

Murovec, Boštjan

Job-shop local-search move evaluation without direct consideration of the criterion’s value Journal Article

In: European Journal of Operational Research, vol. 241, no. 2, pp. 320 - 329, 2015, ISSN: 0377-2217.

Abstract | Links | BibTeX | Tags: Job-shop, Local search, Makespan, Move evaluation, Scheduling

Murovec, Boštjan; Kolbl, Sabina; Stres, Blaž

Methane Yield Database: Online infrastructure and bioresource for methane yield data and related metadata Journal Article

In: Bioresource Technology, vol. 189, pp. 217 - 223, 2015, ISSN: 0960-8524.

Abstract | Links | BibTeX | Tags: Batch, Biogas, Industry, Infrastructure, Methane yield database

Henderson, Gemma; Cox, Faith; Ganesh, Siva; Jonker, Arjan; Young, Wayne; Janssen, Peter H

Rumen microbial community composition varies with diet and host, but a core microbiome is found across a wide geographical range Journal Article

In: Scientific reports, vol. art 14567, no. 5, pp. 1–13, 2015, ISSN: 2045-2322.

Links | BibTeX | Tags:

2014

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

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

In: Mathematical problems in engineering, vol. 2014, 2014.

Abstract | Links | BibTeX | Tags: application, biometrics, cloud computing, face recognition, fingerprint recognition, fusion

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

Beyond parametric score normalisation in biometric verification systems Journal Article

In: IET Biometrics, vol. 3, no. 2, pp. 62–74, 2014.

Abstract | Links | BibTeX | Tags: biometrics, face verification, hybrid score normalization, score normalization, t-norm, tz-norm, z-norm, zt-norm

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

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

In: Electrotechnical Review, vol. 81, no. 3, pp. 74, 2014.

Abstract | Links | BibTeX | Tags: cloud, cloud computing, face recognition, face verification, fingerprint verification, fingerprints, fusion

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

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

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

159 entries « 2 of 4 »