Weighted sub-Gabor for face recognition

L Nanni, D Maio - Pattern Recognition Letters, 2007 - Elsevier
In this paper, we introduce a new face recognition approach based on the representation of
each individual by a feature vector extracted through a bank of Gabor filters and Karhunen …

Recognizing faces using Adaptively Weighted Sub-Gabor Array from a single sample image per enrolled subject

HR Kanan, K Faez - Image and Vision Computing, 2010 - Elsevier
In this paper, we propose a new approach for face representation and recognition based on
Adaptively Weighted Sub-Gabor Array (AWSGA) when only one sample image per enrolled …

Learned local Gabor patterns for face representation and recognition

S Xie, S Shan, X Chen, X Meng, W Gao - Signal Processing, 2009 - Elsevier
In this paper, we propose Learned Local Gabor Patterns (LLGP) for face representation and
recognition. The proposed method is based on Gabor feature and the concept of texton, and …

Face recognition approach using Gabor Wavelets, PCA and SVM

F Bellakhdhar, K Loukil, M Abid - International Journal of …, 2013 - search.proquest.com
Face recognition is an important research field of pattern recognition. Up to now, it caused
researchers great concern from these fields, such as pattern recognition and computer …

Optimal sampling of Gabor features for face recognition

DH Liu, KM Lam, LS Shen - Pattern Recognition Letters, 2004 - Elsevier
The Gabor feature is effective for facial image representation, while linear discriminant
analysis (LDA) can extract the most discriminant information from the Gabor feature for face …

[PDF][PDF] Information theory for Gabor feature selection for face recognition

L Shen, L Bai - EURASIP Journal on Advances in Signal Processing, 2006 - Springer
A discriminative and robust feature—kernel enhanced informative Gabor feature—is
proposed in this paper for face recognition. Mutual information is applied to select a set of …

[PDF][PDF] Feature-based face recognition

E Hjelmas - … (Norwegian Image Processing and Pattern Recognition …, 2000 - Citeseer
In this paper we propose a face recognition system based on local features. Interesting
feature points in the face image are located by Gabor filters, which gives us an automatic …

Selective generation of Gabor features for fast face recognition on mobile devices

J Oh, SI Choi, C Kim, J Cho, CH Choi - Pattern Recognition Letters, 2013 - Elsevier
In this paper, we propose a robust face recognition method to provide fast response on a
mobile device by selectively generating Gabor features. The Gabor filter has been popularly …

Face recognition based on fusion of multi-resolution Gabor features

Y Xu, Z Li, JS Pan, JY Yang - Neural Computing and Applications, 2013 - Springer
In this paper, we propose a Gabor-based face recognition method. This method fuses multi-
resolution Gabor features of face images at the matching score level. The first …

An evolutionary single Gabor kernel based filter approach to face recognition

L Dora, S Agrawal, R Panda, A Abraham - Engineering Applications of …, 2017 - Elsevier
For the past few decades, Gabor filter banks have been used for extracting features in face
recognition. The state-of-the-art approach for the design and selection of Gabor filter banks …