Publications

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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

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

Križaj, Janez; Štruc, Vitomir; Dobrišek, Simon

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

In: 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 | Tags: 3d face recognition, biometrics, covariance descriptors, face recognition, face verification, FG, gaussian mixture models, GMM, unscented transform

2012

Križaj, Janez; Štruc, Vitomir; Dobrišek, Simon

Robust 3D Face Recognition Journal Article

In: Electrotechnical Review, vol. 79, no. 1-2, pp. 1-6, 2012.

Abstract | Links | BibTeX | Tags: 3d face recognition, biometrics, gaussian mixture models, GMM, modeling