Multi-scale local binary pattern histograms for face recognition

CH Chan, J Kittler, K Messer - … , ICB 2007, Seoul, Korea, August 27-29 …, 2007 - Springer
A novel discriminative face representation derived by the Linear Discriminant Analysis (LDA)
of multi-scale local binary pattern histograms is proposed for face recognition. The face …

[PDF][PDF] The complete gabor-fisher classifier for robust face recognition

V Štruc, N Pavešić - EURASIP Journal on Advances in Signal Processing, 2010 - Springer
This paper develops a novel face recognition technique called Complete Gabor Fisher
Classifier (CGFC). Different from existing techniques that use Gabor filters for deriving the …

Regularized kernel discriminant analysis with a robust kernel for face recognition and verification

S Zafeiriou, G Tzimiropoulos, M Petrou… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
We propose a robust approach to discriminant kernel-based feature extraction for face
recognition and verification. We show, for the first time, how to perform the eigen analysis of …

Face detection and verification using local binary patterns

Y Rodriguez - 2006 - infoscience.epfl.ch
This thesis proposes a robust Automatic Face Verification (AFV) system using Local Binary
Patterns (LBP). AFV is mainly composed of two modules: Face Detection (FD) and Face …

Multimodal biometrics for identity documents ()

D Dessimoz, J Richiardi, C Champod… - Forensic science …, 2007 - Elsevier
The MBioID initiative has been set up to address the following germane question: What and
how biometric technologies could be deployed in identity documents in the foreseeable …

Fusion of geometric and texture features for ear recognition

SM Jiddah, K Yurtkan - 2018 2nd International Symposium on …, 2018 - ieeexplore.ieee.org
The field of ear recognition has been getting a lot of attention in recent years in biometric
recognition systems field, which have seen a rise in interest in the present day, not only …

Quality dependent fusion of intramodal and multimodal biometric experts

J Kittler, N Poh, O Fatukasi, K Messer… - Biometric …, 2007 - spiedigitallibrary.org
We address the problem of score level fusion of intramodal and multimodal experts in the
context of biometric identity verification. We investigate the merits of confidence based …

Multispectral local binary pattern histogram for component-based color face verification

CH Chan, J Kittler, K Messer - 2007 First IEEE International …, 2007 - ieeexplore.ieee.org
A novel discriminative face representation derived by the Linear Discriminant Analysis (LDA)
of multispectral Local binary pattern histograms is proposed for color face recognition. The …

Multi scale multi descriptor local binary features and exponential discriminant analysis for robust face authentication

A Ouamane, B Messaoud, A Guessoum… - … conference on image …, 2014 - ieeexplore.ieee.org
In this paper we present an efficient face verification system based on the fusion of multi-
scale multi-descriptor local binary features. First, the face is divided into regions and each …

Shape-driven Gabor jets for face description and authentication

D González-Jiménez… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
This paper proposes, through the combination of concepts and tools from different fields
within the computer vision community, an alternative path to the selection of key points in …