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Infrared Face Recognition System for Windows

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Editors’ Review

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This Matlab source code implements an infrared face recognition system using sparse representation. It leverages compressed sensing techniques for robust feature extraction and individual characterization.

  • Pros

    • Utilizes advanced sparse representation for face recognition.
    • Tested on the Terravic Facial IR Database.
    • Supports thermal face images.
    • Handles variations in rotation and accessories like glasses and hats.

  • Cons

    • Database contains limited gender diversity.
    • Requires specific Matlab environment.
    • Primarily focused on source code delivery, not a ready-to-use application.
Icon of program: Infrared Face Recognition…

Infrared Face Recognition System for Windows

Download now

Used Infrared Face Recognition System for Windows?

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Full Specifications

GENERAL
Release
Latest update
Version
1.0
OPERATING SYSTEMS
Platform
Windows
Operating System
  • Windows NT
  • Windows 2003
  • Windows XP
  • Windows 8
  • Windows 7
  • Windows 98
  • Windows 10
  • Windows Vista
  • Windows Server
  • Windows ME
  • Windows 2000
Additional Requirements
Matlab
POPULARITY
Total Downloads
242
Downloads Last Week
0
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Developer’s Description

By Luigi Rosa
Get Matlab source code for infrared face recognition system.
Sparse representation, also known as compressed sensing, has been applied recently to image-based face recognition and demonstrated encouraging results. Under this framework, each face is represented by a set of features, which sufficiently characterize each individual. With the prior knowledge that faces of the same individual are similar to each other, a probe face can be considered as being well approximated by linearly combining the k reference faces of the same individual in the training set.Code has been tested on Terravic Facial IR Database. The Terravic Facial Infrared database contains total no. of 20 classes (19 men and 1 woman) of 8-bit gray scale JPEG thermal faces. Size of the database is 298MB and images with different rotations are left, right and frontal face images also available with different items like glass and hat.
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