Weighted sub-Gabor for face recognition
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 …
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
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 …
Adaptively Weighted Sub-Gabor Array (AWSGA) when only one sample image per enrolled …
Learned local Gabor patterns for face representation and recognition
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 …
recognition. The proposed method is based on Gabor feature and the concept of texton, and …
Face recognition approach using Gabor Wavelets, PCA and SVM
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 …
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 …
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 …
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 …
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
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 …
mobile device by selectively generating Gabor features. The Gabor filter has been popularly …
Face recognition based on fusion of multi-resolution Gabor features
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 …
resolution Gabor features of face images at the matching score level. The first …
An evolutionary single Gabor kernel based filter approach to face recognition
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 …
recognition. The state-of-the-art approach for the design and selection of Gabor filter banks …