Coder Social home page Coder Social logo

src-rls's Introduction

Sparse Representation and Least Squares-Based Classification in Face Recognition

This is the code to reproduce the results of the paper 
"Sparse Representation and Least Squares-Based Classification in Face Recognition"
published in EUSIPCO 2014

---------------------------------------------------------------------------
Usage:

1) add to the path the entire "SRC-RLS" folder
2) run "runExperiments.m"

---------------------------------------------------------------------------
More info:

By default the experiments reproduce the SRC+RLS results on YaleB dataset.
Data of YaleB and AR are provided to reproduce the results of the paper

If you want to choose another dataset change the variable "dataset" 
If you want to choose another FR classifier change the variable "method"

---------------------------------------------------------------------------
Adding your own Face Recognition classifier:

If you want to add your classifier, modify:

runFR.m:  add another if statement for your classifier, and provide the code 
	  of your classifier. Output should be the label of the identity estimated
          by the classifier		

pasSelection.m:   add another if for your classifier and specify the necessary 
                  parameters.

---------------------------------------------------------------------------

BSD Licence. 

src-rls's People

Contributors

miliadis avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.