i



Vitomir Štruc
, B.Sc.

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LUKS > Staff >Vitomir Štruc > Publications


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PUBLICATIONS

  • Journal papers :
    • Štruc, V. and Pavešić, N.: Impact of image degradations on the face recognition accuracy (paper in slovene), Electrotechnical review , vol. 74, no. 3, pp. 145-150, 2007. [pdf][BibTex]
    • Štruc, V., Mihelič, F. and Pavešić, N.: Face authentication using a hybrid approach, Journal of Electronic imaging, vol. 17, no. 1, pp. 1-11, 2008. [pdf][BibTex]
    • Gajšek, R., Štruc, V., Mihelič, F., Podlesek, A., Komidar, L., Sočan, G. and Bajec, B., Multi-modal emotional database: AvID, Informatica (Ljubljana), vol. 33, no. 1, pp. 101-106, 2009. [pdf][BibTex]
    • Štruc, V. and Pavešić, N.: Gabor-based kernel-partial-least-squares discrimination features for face recognition, Informatica (Vilnius), vol. 20, no. 1, pp. 115-138, 2009 [pdf][BibTex].
    • Štruc, V., Žibert, J. and Pavešić, N.: Histogram remapping as a preprocessing step for robust face recognition, WSEAS transactions on information science and applications, vol. 6, no. 3, pp. 520-529, 2009. [pdf][BibTex]
    • Štruc, V., Gajšek, R., Mihelič, F. and Pavešić, N.: Using regression techniques for coping with the one-sample-size problem of face recognition,Electrotechnical review, vol. 76, no. 1-2, pp. 7-12, 2009. [pdf][BibTex]
    • Štruc, V. and Pavešić, N.: Phase-congruency features for palm-print verification, IET Signal Processing (Special issue on biometric recognition), vol.3 , no. 4, pp. 258-268, 2009. [pdf][BibTex]
    • Štruc, V. and Pavešić, N.: Gaussianization of image patches for efficient palmprint recognition, Electrotechnical review, vol. 76, no. 5, pp. 245-250, 2009. [pdf][BibTex]
    • Štruc, V. and Pavešić, N.: The Complete Gabor-Fisher Classifier for Robust Face Recognition, EURASIP Advances in Signal Processing, 2010. [pdf][BibTex]
    • Poh, N., Chan C.H., Kittler, J., Marcel, S., McCool, C., Rua, E.A., Castro, J.L.A., Villegas, M., Paredes, R., Štruc, V., Pavešić, N., Salah, A.A., Fang, H., Costen, N.: An Evaluation of Video-to-video Face Verification, IEEE Transactions on Information Forensics and Security, vol. 5, no. 4, pp. 781-801, 2010 [pdf].
    • Križaj, J., Štruc, V. and Dobrišek S.: Towards robust 3D face verification using Gaussian mixture models, International Journal on Advanced Robotic Systems (Online), vol. 9, pp. 1-11, 2012 [pdf].
    • Križaj, J., Štruc, V. and Dobrišek S.: Robust 3D face recognition, Electrotechnical Review, vol. 79, no. 1/2, pp 1-6, 2012 [pdf].
    • Vesnicer, B., Žganec-Gros, J., Pavešić, N. and Štruc, V.: Face Recognition Using Simplified Probablistic Linear Discriminant Analysis, International Journal on Advanced Robotic Systems (Online), vol. 9, pp. 1-10, 2012 [pdf].
    • Dobrišek, S., Gajšek, R., Mihelič, F., Pavešić, N., and Štruc, V.: Towards efficient multi-modal emotion recognition, International Journal on Advanced Robotic Systems (Online), vol. 10, pp. 1-10, 2013 [pdf]
    • Peer, P., Bule, J., Žganec-Gros, J., Štruc, V., Building cloud-based biometric services, Informatica (Ljubljana), vol. 37, no. 1, pp. 115-122, 2013 [pdf]
    • Štruc, V., Žganec-Gros, J., Pavešić. N. and and Dobrišek.: Zlivanje informacij za zanseljivo in robustno razpoznavanje obrazov, Electrotechnical review, vol. 80, no. 3, pp. 92-97, 2013 [pdf]
    • Sulić-Kenk, V., Križaj, J., Štruc, V., Dobrišek, S.: Smart surveillance technologies in border control, European journal of law and technology, vol. 4, no. 2, pp. 1-12, 2013 [pdf]
    • Peer, P., Emeršič, Ž, Bule, J., Žganec-Gros, J., Štruc, V.: Strategies for exploiting independent cloud implementations of biometric experts in multibiometric scenarios, Mathematical Problems in Engineering, vol. 2014, 2014 [pdf]
    • Štruc, V., Žganec-Gros, J., Vesnicer, B., Pavešić, N.: Beyond parametric score normalisation in biometric verification systems, IET Biometrics, vol. 3, no. 2, pp. 62-74, 2014 [pdf]
    • Emeršič, Ž, Bule, J., Žganec-Gros, J., Štruc, V., Peer, P.: A case study on multi-modal biometrics in the cloud, Electrotechnical review , vol. 81, no. 3, pp. 74-81, 2014[pdf]
  • Conference Papers :
    • Štruc, V., Mihelič, F. andPavešić, N.: Color spaces for face recognition (paper in slovene). In: Proceedings of the international IEEE conference ERK 2007, Portorož, Slovenia, pp. 171-174, 2007. [pdf][BibTex]
    • Štruc, V. and Pavešić, N.: Palmprint recognition using the trace transform (paper in slovene). In: Proceedings of the national conference ROSUS 2008, Maribor, Slovenia, pp. 41-48, 2008. [pdf][BibTex]
    • Štruc, V. and Pavešić, N.: A palmprint verification system based on phase congruency features, In: Lecture notes on computer science, BIOID Workshop proceedings, Roskilde, Denmark, 2008. [pdf][BibTex]
    • Štruc, V. andPavešić, N.: The corrected normalized correlation coefficient: a novel way of matching score calculation for LDA-based face verification. In: Proceedings of the international IEEE conference FSKD 2008, Yinan, China, pp. 110-115, 2008. [pdf][BibTex]
    • Štruc, V., Vesnicer, B. and Pavešić, N.: The phase-based Gabor Fisher classifier and its application to face recognition under varying illumination conditions. In: Proceedings of the international IEEE conference ICSPCS 2008, Gold Coast, Australia, pp. 1-6, 2008. [pdf][BibTex]
    • Štruc, V., Mihelič, F. and Pavešić, N.: Regression techniques versus discriminative methods for face recognition. In: Proceedings of the international PhD workshop on systems and control, Izola, Slovenia, pp. 1-5, 2008. [pdf][BibTex]
    • Štruc, V., Mihelič, F. and Pavešić, N.: Combining experts for improved face verification performance. In: Proceedings of the international IEEE conference ERK 2008, Portorož, Slovenia, pp. 233-236, 2008. [pdf][BibTex]
    • Gajšek, R., Podlesek, A., Komidar, L., Sočan, G. in Bajec, B., Štruc, V., Bucik, V. and Mihelič, F.: AvID: audio-video emotional database. In: Proceedings of the 11th International Multiconference Information Society - IS 2008 (volume C), Ljubljana, Slovenia, pp. 70-74, 2008. [pdf][BibTex]
    • Štruc, V. and Pavešić, N.: A comparison of feature normalization techniques for PCA-based palmprint recognition, In: Proceedings of the international conference MATHMOD 2009, Viena, Austria, pp. 2450-2453, 2009. [pdf][BibTex]
    • Štruc, V. and Pavešić, N.: Image normalization techniques for robust face recognition. In: Proceedings of the WSEAS international conference ISPRA 2009, Cambridge, UK, pp. 155-160, 2009. [pdf][BibTex]
    • Poh, N., Chan, C.H., Kittler, J., Marcel, S., McCool, C., Argones-Rua, E., Alba-Castro, J.L., Villegas, M., Paredes, R., Štruc, V., Pavešić, N., Salah, A.A., Fang, H. and Costen, N.: Face video competition. In: Proceedings of the international IAPR/IEEE conference ICB 2009, Alghero, Italy, pp. 715-724, 2009. [pdf][BibTex]
    • Štruc, V. and Pavešić, N.: A comparative assessment of appearance based feature extraction techniques and their susceptibility to image degradations in face recognition systems, In: Proceedings of the international conference ICMLPR 2009, pp. 326-334, 2009. [pdf][BibTex]
    • Štruc, V., Gajšek, R. and Pavešić, N.: Principal Gabor filters for face recognition, In: Proceedings of the international IEEE conference on BTAS 2009, Washington D.C., USA, pp. 1-6, 2009. [pdf][BibTex]
    • Štruc, V. and Pavešić, N.: Illumination Invariant Face Recognition by Non-Local Smoothing, In: Proceedings of the Joint Cost 2101& 2102 International Conference BioID_MultiComm 2009, Madrid, Spain, pp. 1-8, 2009. [pdf][BibTex]
    • Gajšek, R., Štruc, V., Dobrišek, S., Žibert, J., Mihelič, F. and Pavešić, N.: Combining Audio and Video for detection of spontaneous emotions, In: Proceedings of the Joint Cost 2101& 2102 International Conference BioID_MultiComm 2009, Madrid, Spain, pp. 114-121, 2009. [pdf][BibTex]
    • Gajšek, R., Štruc, V., Dobrišek, S. and Mihelič, F.: Emotion recognition using linear transformations in combination with video, In: Proceedings of InterSpeech 2009, Brighton, UK, pp. 6-10, 2009. [pdf][BibTex]
    • Gajšek, R., Štruc, V., Vesnicer, B., Podlesek, A., Komidar, L. and Mihelič, F.:Analysis and assessment of AvID: multi-modal emotional database, In: Proceedings of the international conference TSD 2009, Pilsen, Czech Republic, pp. 266-273, 2009. [pdf][BibTex]
    • Štruc, V., Vesnicer, B., Mihelič, F. and Pavešić, N.: Nuisance Attribute Projection in the Logarithm Domain for Face Recognition under Severe Illumination Changes, In: Proceedings of the international conference ERK 2009, Portorož, Slovenia, pp. 271-274, 2009. [pdf][BibTex]
    • Štruc, V., Ma Z.M. and Pavešić, N.: Face Recognition using Sparse Projection Axes, In: Proceedings of the international conference ERK 2009, Portorož, Slovenia, pp. 279-281, 2009. [pdf][BibTex]
    • Štruc, V., Vesnicer, B., Mihelič, F. and Pavešić, N.: Removing Illumination Artifacts from Face Images using the Nuisance Attribute Projection, In: Proceedings of the IEEE international conference ICASSP 2010, pp. 846-849, 2010 [pdf][BibTex].
    • Štruc, V. and Pavešić, N.: Face recogniton from color images using sparse projection analysis, In: Proceedings of the international conference ICIAR 2010, Povoa de Varzim, Portugalska, pp. 445-453, 2010 [pdf][BibTex].
    • Križaj, J., Štruc, V. and Pavešić, N.: Adaptation of SIFT Features for Robust Face Recognition, In: Proceedings of the international conference ICIAR 2010, Povoa de Varzim, Portugalska, pp. 394-404, 2010 [pdf][BibTex].
    • Štruc, V., Dobrišek, S. in Pavešić, N.: Confidence Weighted Subspace Projection Techniques for Robust Face Recognition in the Presence of Partial Occlusions, In: Proceedings of the international conference ICPR 2010, Istanbul, Turkey, pp. 1334-1338. 2010 [pdf][BibTex].
    • Gajšek, R., Štruc, V. in Mihelič F.: Multi-modal Emotion Recognition using Canonical Correlations and Acustic Features, In: Proceedings of the international conference ICPR 2010, Istanbul, Turkey, pp. 4133-4136, 2010 [pdf][BiBTex].
    • Gajšek, R., Štruc, V. and Mihelič F.: Multi-modal Emotion Recognition based on the Decoupling of Emotion and Speaker Information, In: Proceedings of the international conference TSD 2010, Springer LNCS, Volume 6231/2010, pp. 275-282, 2010 [pdf][BibTex].
    • Štruc, V., Žganec-Gros, J. in Pavešić, N.: Eye Localization using correlation filters, In: Proceedings of the international conference DOGS 2010, Novi Sad, Srbia, pp. 188-191, 2010 [pdf][BibTex].
    • Štruc, V., Žganec-Gros, J. in Pavešić, N.: Principal directions of synthetic exact filters for robust real-time eye localization, In: Proceedings of the international conference BioID 2011, Brandenburg, Germany, Springer LNCS, Volume 6583/2011, pp. 180-192, 2011 [pdf][BibTex].
    • Križaj, J., Štruc, V., and Dobrišek, S.: Combining 3D face representations using region covariance descriptors and statistical models, In: IEEE International Conference on Automatic Fae and Gesture Recognition Workshops: 3D Face Biometrics, Shanghai, China, 2013 [pdf].
    • Štruc, V., Pavešić, N., Žganec Gros, J., and Vesnicer, B.: Patch-wise low-dimensional probabilistic linear discriminant analysis for face recognition, In: Proceedings of the international IEEE conference ICASSP 2013, Vancouver, Canada, 2013 [pdf].
    • Günther, M, Costa-Pazo, A., Ding, C., Boutellaa, E., Chiachia, G., Zhang, H, de Assis Angeloni, M., Struc, V., Khoury, E., Vazquez-Fernandez, E., Tao, D., Bengherabi, M., Cox, D., Kiranyaz, S., de Freitas Pereiea, T., Zganec-Gros, J., Argones-Rua, E., Pinto, N., Gabbouj, M., Simoes, F., Dobrisek, S., Gonzalez-Jimenez, D., Rocha, A., Uliani Neto, M., Pavesic, N., Falcao, A., Violato, R., Marcel, S., The 2013 Face Recognition Evaluation in Mobile Environments, in: the 6th IAPR International Conference on Biometrics, 2013 [pdf]
    • Štruc, V., Žganec-Gros, J., Dobrišek, S., Pavešić, N.: Exploiting representation plurality for robust and efficient face recognition, ERK 2013 [pdf] [BibTex].
    • Križaj, J., Dobrišek, S., Štruc, V, Pavešić, N.: Robust 3D face recognition using adapted statistical models, ERK 2013 [pdf].
    • Križaj, J., Štruc, V., Mihelič, F.: A feasability study on the use of binary keypoint descriptors for 3D face recognition, In; 6th Mexican Conference on Pattern Recognition (MCPR'14), Cancun, Mexico, pp. 1-15, 2014 [pdf]
    • Križaj, J., Štruc, V., Dobrišek, S., Marčetić, D., Ribarić, S.: SIFT vs. FREAK: assessing the usefulness of two keypoint descriptors for 3D face recognition, In: MIPRO, Special session on Biometrics, Forensics and De-identification for privacy protection, Opatija, Croatia, pp. 123-128, 2014 [pdf]
    • Marčetić, D., Ribarič, S., Štruc, V., Pavešić, N.: An experimental tattoo de-identification system for privacy protection in still images, In: MIPRO, Special session on Biometrics, Forensics and De-identification for privacy protection, Opatija, Croatia, pp. 69-74, 2014 [pdf]
    • Vesnicer, B., Žganec-Gros, J., Dobrišek, S., Štruc, V.: Incorporating Duration Information into I-vector-based Speaker-Recognition systems, In: Odyssey: the Speaker and Language Recognition Workshop, Joensuu, Finland, 2014 [pdf]
    • Beveridge, J.R., Zhang, H., Flynn, P.J., Lee, Y., Liong, V.E., Lu, J., de Assis Angeloni, M., de Freitas Pereira, T., Li, H., Hua, G., Struc, V., Krizaj J. and Phillips, P.J.: The IJCB 2014 PaSC Video Face and Person Recognition Competition, In: International Joint Conference on Biometrics (IJCB 2014) [pdf]
    • Štruc, V., Križaj, J., Dobrišek, S.: Modest face recognition, IWBF 2015 [pdf]
    • Beveridge, J.R., Zhang, H., Drape,r B.A., Flynn, P.J., Feng, Z., Huber, P., Kittler, J., Huang, Z., Li, S., Li, Y., Kan, M., Wang, R., Shan, S., Chen, X., Li, H., Hua, G., Struc, V., Krizaj, J., Ding, C., Tao, D., Phillips, P.J., Report on the FG 2015 Video Person Recognition Evaluation, In: IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), 2015 [pdf]
    • Justin, T., Struc, V., Dobrisek, S., Vesnicer, B., Ipšić, I., Mihelič, F.: Speaker de-identification using diphone recognition and speech synthesis, In: IEEE International Conference on Automatic Face and Gesture Recognition and Workshops (FG 2015), 2015 [pdf]
    • Dobrisek, S., Štruc, V., Krizaj, J., Mihelič, F.: Face recognition in the wild with the probabilistic Gabor-Fisher classifier, In: IEEE International Conference on Automatic Face and Gesture Recognition and Workshops (FG 2015), 2015 [pdf]
    • Justin, T., Štruc, V., Žibert, J., Mihelič, F.: Development and evaluation of the emotional Slovenian speech database - EmoLUKS. In: 18th International Conference on Text, Speech and Dialogue (TSD 2015), 2015 [pdf]
  • Book chapters :
    • Štruc, V. and Pavešić, N.: Hand-geometry device. In: Li, S.Z. (editor): Encyclopedia of Biometrics, Springer, New York, pp. 693-698, 2009. [pdf][BibTex].
    • Štruc, V. and Pavešić, N.: Photometric normalization techniques for illumination invariance. In: Zhang, Y. (editor): Advances in Face Image Analysis: Techniques and Technologies, IGI Global, pp. 279-300, 2011 [report][link][BibTex].
    • Štruc, V. and Pavešić, N.: From Gabor Magnitude to Gabor Phase Features: Tackling the Problem of Face Recognition under Severe Illumination Changes, In: M. Oravec (editor): Face Recognition, In-Tech, Vienna, pp. 215-238, 2010 [pdf][BibTex].
  • Reports :
    • Štruc, V: INface: A Toolbox for Illumination Invariant Face Recognition. A report on the usage of the IN_face toolbox, 2009 [pdf][The toolbox].


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Last change: 08.10.2015
 
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