[PDF] Top 20 Face Recognition Using Gabor Wavelet, LBP and its Variants

Face Recognition Using Gabor Wavelet, LBP and its Variants

... Recent efforts are taken to deal with such challenges. Wilman W. W. Zouet al. [7] discusses learning based super-resolution method to learn relationship between very low and high resolution image space. In this approach ... See full document

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Video Based Face Recognition Using Gabor Features and LBP under Varying Illumination or Pose

... a) Gabor wavelet filter [22] is used to extract the local facial ...features. Wavelet transformation results in the strong representations which are robust to varying lighting conditions and are ... See full document

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Comparative Analysis of Face Recognition using Extended LBP and PCA

... a face is represented by topological ...of Gabor coefficients which is known as ...the recognition rate. Local binary patterns (LBP) method is majorly designed for texture analysis and texture ... See full document

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Lip Print Recognition Using Gabor and LBP Features

... system, Gabor wavelets have been widely used in recognition applications like face recognition, fingerprint recognition, character recognition, ...The Gabor wavelets can ... See full document

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A Novel Method Of Face Recognition Using Lbp, Ltp And Gabor Features

... for face recognition under uncontrolled lighting based on robust preprocessing and an extension of the Local Binary Pattern (LBP) local texture ...practical recognition performance is ... See full document

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Face Recognition using LBP-LCP Coefficient Vectors with SVM Classifier

... a LBP, LCP approaches for feature extraction and during the classification phase, the Support Vector Machine (SVM) is tested for robust decision in the presence of wide facial ...than LBP-SVM when compared ... See full document

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A New Face Recognition Technique using Gabor Wavelet Transform and Back Propagation Network

... new face recognition technique using Gabor Wavelet transform and Back propagation ...network. Face recognition being regarded as a fundamental technology of biometrics has ... See full document

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Facial Expression Recognition using Gabor Wavelet

... the face images for ...the face image as a ...major face components and/or feature points are detected in the ...major face components are computed to form a feature ...the face in an ... See full document

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Gabor Based Face Recognition Using EBGM and PCA

... the face identification ...algorithm using spectral information of the regions around these features, which is obtained after convolving those portions of the image with a set of Gabor wavelets [5, ... See full document

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Video Based Face Recognition with Gabor Features and Locality Preserving Projections under Varying Partial Occlusion

... ABSTRACT: Face recognition is one of the most concentrated research topic as it is been used as an application in Smart cars, Air conditioners ...robust face recognition system with very high ... See full document

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ART Network based Face Recognition with Gabor Filters

... for Gabor based image recognition. Lades et al. developed a Gabor wavelet based face recognition system using dynamic link architecture (DLA) framework which recognizes ... See full document

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Face Representation Using Combined Method of Gabor Filters, Wavelet Transformation and DCV and Recognition Using RBF

... a face recognition method called the Discriminative Common Vector (D- CV), in which within-class scatter matrix of the sample is used to obtain the discriminative common ...for face ... See full document

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PREVENTION OF FACE SPOOFING ATTACKS AND ITS DETECTION USING LBP

... The LBP texture analysis operator is defined as a gray scale invariant texture measure derived from local image ...the LBP-based texture analysis, this method also uses Gabor wavelet features ... See full document

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Face Recognition Via Skin Fusion Using SVM LBP

... Discrete Wavelet Transform (DWT), Local Binary Pattern (LBP), Discrete Cosine Transform ...of face recognition such as Knearest neighbor (K-NN), Support Vector Machine (SVM) with different ... See full document

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Feature Extraction in Face Recognition using SVM-LBP Detection Technique

... raise face recognition rate by fusing the phase and magnitude of Gabor's representations of the face as a new representation, by using the face recognition algorithm, the ... See full document

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Selective local texture features based face recognition with single sample per class

... feature-based face recognition using Gabor filter and LBP ...features using the Gabor ...binary face template. The binary face template acts like a mask to ... See full document

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Face recognition using complete gabor filter with random forest

... hybrid face recognition technique called, Complete Gabor Classifier with Random Forest (CGC-RF) uses Gabor Filter and Oriented Gabor Phase Congruency Image (OGPCI) with Random Forest as ... See full document

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FACE RECOGNITION USING GABOR WAVELET TRANSFORM AND FEED FORWARD NEURAL NETWORK

... pattern recognition systems using neural network methods has been ...observed. Face Recognition (FR) is a specialized pattern recognition task for several applications such as security: ... See full document

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Realization of a Hybrid Face Detecting and Verifying System

... individual. Face recognition is a popular subject in ...the wavelet transform from a signal [3]. Among kinds of wavelet transforms, the Gabor wavelet transform has got ... See full document

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Face Recognition And Signature Verification With Neural Network using GABOR Wavelet And Discrete Wavelet Transform

... Face recognition systems are widely used for the identification ...This face recognition approach is much popular in many of the ...is recognition or can say as the security or ... See full document

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