Volterrafaces Face Recognition System 1.0

Date Added: May 13, 2013 | Visits: 457

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This is a demonstration of the Volterrafaces face recognition system. This complete demo includes data file and can be run with various training and testing set sizes.The algorithm implemented here was published in the following paper, please cite it if you find this code useful:Ritwik Kumar, Arunava Banerjee and Baba C. Vemuri, Volterrafaces: Discriminant Analysis using Volterra Kernelsd-deDt, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2009.This paper can be found at www.seas.harvard.edu/~rkkumar.Details of implementation and code structure is explained in the comments. To run, execute the script volterrafacesDemo.mvolterrafacesDemo.m : Demonstrates Volterraface face recognition systemtrainVolterraKernels.m : Helper function for training Volterra classifiersclassifyVolterra.m : Helper function for classifying images using Volterra classifierssplitImg.m : Helper function for splitting images into patchestransformMatrix.m : Helper function for transforming images into matrix A formulation (Linear)transformMatrixQuadratic.m : Helper function for transforming images into matrix A formulation (Quadratic)YaleB32n.mat : Data files containing thumbnails of images used in this demonstrationCopyright (c) Ritwik Kumar, Harvard University 2010

Requirements: No special requirements

Platforms: Matlab

Keyword: Classifiers, Classifying, Classifyvolterram, Demonstrates, Explained, Function, Helper, Images, Trainvolterrakernelsm, Volterraface

Users rating: 0/10

License: Shareware

Size: 2.03 MB

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