Publications

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2010

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

2009

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; 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