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A Novel Idea for Age Invariant Face Recognition
English

Sonu Agrawal, Sushil Kumar, Sanjay Kumar
2014 International Journal of Innovative Research in Science Engineering and Technology  
The basic idea of this work focuses on the updation of corpus (database) by using a method based on feature extraction which is combined with minimization algorithm for searching process.  ...  A face recognition system is non-invasive means it allow user to be identified by simply walking past a camera. Human beings often recognize one another by unique facial characteristics.  ...  GENETIC ALGORITHM A genetic algorithm [10] is a heuristic technique used to solve optimization problems.  ... 
doi:10.15680/ijirset.2014.0308073 fatcat:jdyu2qiganftjecukbvntput2i

Genetic Algorithm with SRM SVM Classifier for Face Verification

K.M Safiya
2012 International Journal of Computer Science & Information Technology (IJCSIT)  
When combined with a structural risk minimization support vector machine with genetic algorithm, gradient orientation pyramid demonstrate excellent performance.  ...  Gradient Orientation of each color channel of human faces is robust under age progression.  ...  The boosting techniques and genetic algorithm are used to improve the performance of face verification system.  ... 
doi:10.5121/ijcsit.2012.4414 fatcat:kwm2ndzeazggzmcxv4r67skani

A Survey on Facial Recognition System

Morooj K Luiabi
2019 JOURNAL OF MECHANICS OF CONTINUA AND MATHEMATICAL SCIENCES  
Facial recognition system is deal with two different application scenarios, one of which is called "identification" and the other of which is called "verification" anew face can be classifying either "  ...  The complete process of facial recognition system done in three phase, detection the face, extraction the features of the face and recognition to recognize this face.  ...  ., in 2016[XXVII], proposed method using Genetic Algorithm (GA) for facial recognition.  ... 
doi:10.26782/jmcms.2019.08.00014 fatcat:wsoa6zvwefbktjfl66dwyndyxq

Analysis of methods and technologies of human face recognition

Olga Nechyporenko, Yaroslav Korpan
2017 Tehnologìčnij Audit ta Rezervi Virobnictva  
analysIs of methods and teChnologIes of hUman faCe reCognItIon Проаналізовані задачі, методи і технології розпізнавання людини по зображенню обличчя.  ...  There are several approaches to creating a face recognition algorithm: empirical, invariant and face detection using patterns.  ...  Generalized algorithm for solving the problem of human face recognition table 1 1 Analysis of the properties of human face recognition problems Class Requirements Description Algorithm  ... 
doi:10.15587/2312-8372.2017.110868 fatcat:5tw7hgqwsjewrpeu4kx3iwxdsu

On Identification From Periocular Region Utilizing Sift And Surf

Ahmet Gul, Samil Karahan, Adil Karaoz, Omer Ozdemir, Umut Uludag
2014 Zenodo  
[10] using genetic algorithms to select the optimal subset of LBP features and they observed better recognition results. In another work using LBP, Woodard et al.  ...  Further, our experiments show that if we use SIFT algorithm as the detector, the performance decreases. SURF is a keypoint detector and descriptor which is fast, & scale and rotation invariant.  ... 
doi:10.5281/zenodo.44187 fatcat:yemchgkzwffxflyd7hole2h4uy

On matching sketches with digital face images

Himanshu S. Bhatt, Samarth Bharadwaj, Richa Singh, Mayank Vatsa
2010 2010 Fourth IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS)  
Extended uniform circular local binary pattern based descriptors use these patterns to form a unique signature of the face image.  ...  Experimental results on sketch-digital image pairs from the CUHK and IIIT-D databases show that the proposed algorithm can provide better identification performance compared to existing algorithms.  ...  A. Lanitis for providing the FG-Net face database, Dr. A. Martinez for the AR face database and Dr. X. Wang for the CUHK face sketch database. We also extend thanks to B.  ... 
doi:10.1109/btas.2010.5634507 dblp:conf/btas/BhattBSV10 fatcat:u62j6q2p4ff2xadi472xkz5o6i

Holistic Face Recognition Using Multivariate Approximation, Genetic Algorithms And Adaboost Classifier: Preliminary Results

C. Villegas-Quezada, J. Climent
2008 Zenodo  
With the use of a Genetic Algorithm (GA) it is able to circumvent the problem of dimensionality inherent to higher degree polynomial approximations.  ...  A face (say F ) is recognized by finding its characteristic polynomials and using an AdaBoost Classifier from F -s polynomials to each of the Fi -s polynomials.  ...  FACE RECOGNITION USING MULTIVARIATE APPROXIMATION AND GENETIC ALGORITHMS A.  ... 
doi:10.5281/zenodo.1061355 fatcat:fj5cl37yrzet3ivvapfh53wbpq

Digital Face Recognition Techniques for Matching with Sketches

Surya Raj, Navya Jose
2014 IOSR Journal of Electronics and Communication Engineering  
Since, forensic sketches or digital face images can be of poor quality, a pre-processing technique is used to enhance the quality of images and improve the identification performance.  ...  The state-of art face recognition algorithms cannot be used directly and require additional processing to address the non-linear variations present in sketches and digital face images.  ...  using genetic algorithm.  ... 
doi:10.9790/2834-09242036 fatcat:3up7mr3us5ae7lm6ddalurrz4u

Face Recognition using SIFT Key with Optimal Features Selection Model

Taqdir, Renu Dhir
2017 International Journal of Advanced Computer Science and Applications  
Optimal features of existing algorithms are used within the proposed work. Also comparison of existing techniques such as LBP, PCA and DWT is presented with SIFT key with genetic algorithm.  ...  These variations are identified and recorded using feature extraction mechanisms. The researchers have worked towards it and created classifiers for identifying face expression.  ...  Human face is a house of distinct expression which varies with time continually.  ... 
doi:10.14569/ijacsa.2017.080251 fatcat:d3heu72mdbftrpj7jb72hwwfbe

About a Method of Recognition of Race and Ethnicity of Individuals Based on Portrait Photographs

Tofiq Kazimov, Shafagat Mahmudova
2014 Intelligent Control and Automation  
The reference image is formed based on selected geometric points of the face and a special algorithm for calculating the characteristic parameters of the images available in the database.  ...  This article is devoted to developing a recognition method of race and ethnicity of individual based on portrait photographs.  ...  Race is a system of human groups that combine genetic biological signs and external similarities formed in a certain geographical region.  ... 
doi:10.4236/ica.2014.53014 fatcat:d42kzhkvibbztpb7wr443q6kya

Biometric Recognition for Pet Animal

Santosh Kumar, Sanjay Kumar Singh
2014 Journal of Software Engineering and Applications  
Therefore it is imperative to initiate research, so that future face recognition algorithm will be able to solve this important problem for identification of pet animal (like dog, cat).  ...  Thus in this paper, we have tried to demonstrate that face recognition of dog can be used to recognize the dog efficiently.  ...  Discriminative power of circular LBP face features favors its use in local region description.  ... 
doi:10.4236/jsea.2014.75044 fatcat:24tic4bwmvd4rdidsyrdcmv334

Introduction to the special section on Image and Video Processing

Eduardo Cabal-Yepez, Guillermo Botella, Amir Hooshang Mazinan
2016 Computers & electrical engineering  
reconstruction, restoration, de-noising, improvement of resolution and reduction of artifacts and noise; image segmentation for extracting an object from a background; face recognition for identification  ...  of a target object.  ...  The first one proposes a face verification framework using 2D and 3D, introducing a face descriptor based on local statistics of 2D and 3D images.  ... 
doi:10.1016/j.compeleceng.2016.09.026 fatcat:ztqykmvt3rhanlisaeqtycu4gy

Introduction to the special section on Image and Video Processing

Eduardo Cabal-Yepez, Guillermo Botella, Amir Hooshang Mazinan, Joao P. Papa
2017 Computers & electrical engineering  
reconstruction, restoration, de-noising, improvement of resolution and reduction of artifacts and noise; image segmentation for extracting an object from a background; face recognition for identification  ...  of a target object.  ...  The first one proposes a face verification framework using 2D and 3D, introducing a face descriptor based on local statistics of 2D and 3D images.  ... 
doi:10.1016/j.compeleceng.2017.09.008 fatcat:ozjs3emhsrdandt5soeoybhwy4

Face Recognition: Issues, Methods and Alternative Applications [chapter]

Waldemar Wójcik, Konrad Gromaszek, Muhtar Junisbekov
2016 Face Recognition - Semisupervised Classification, Subspace Projection and Evaluation Methods  
The final part of the chapter describes chosen face recognition methods and applications and their potential use in areas not related to face recognition.  ...  of building a face recognition system.  ...  The obtained features of each subpattern, which are weighted using genetic algorithm (GA), are used to train a Parzen Window Classifier.  ... 
doi:10.5772/62950 fatcat:ucj2xyk2ovflfd74nouozqlrmy

System of recognition of an accessory of persons to racial and an ethnic group on the basis of photographs

Tofiq Kazimov, Shafagat Jabrail Mahmudova, Tugrul Aktas
2015 International Journal of Applied Mathematics Electronics and Computers  
The reference image is formed based on selected geometric points of the face and a special algorithm for calculating the characteristic parameters of the images available in the database.  ...  This article is devoted to developing a recognition method of race and ethnicity of individual based on portrait photographs.  ...  Race is a system of human groups that combine genetic biological signs and external similarities formed in a certain geographical region.  ... 
doi:10.18100/ijamec.71990 fatcat:h3chgnwj4fh3zlf6lsvyojfb5u
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