Study of Visible Face Recognition Methods Applied to Infrared Spectrum
Study of Visible Face Recognition Methods Applied to Infrared Spectrum
- Author(s): F. Gallardo ; G. Hermosilla ; G. Farias
- DOI: 10.1049/14.2014.0005
For access to this article, please select a purchase option:
Buy conference paper PDF
Buy Knowledge Pack
IET members benefit from discounts to all IET publications and free access to E&T Magazine. If you are an IET member, log in to your account and the discounts will automatically be applied.
6th Chilean Conference on Pattern Recognition (CCPR) — Recommend this title to your library
Thank you
Your recommendation has been sent to your librarian.
- Author(s): F. Gallardo ; G. Hermosilla ; G. Farias Source: 6th Chilean Conference on Pattern Recognition (CCPR), 2014 page ()
- Conference: 6th Chilean Conference on Pattern Recognition (CCPR)
- DOI: 10.1049/14.2014.0005
- ISBN: 978-1-78561-081-3
- Location: Talca, Chile
- Conference date: 10-14 Nov. 2014
- Format: PDF
The face recognition methods originally implemented in the visible spectrum show that the recognition rate will not be necessarily the same as in the infrared spectrum. Such is the case of many visible methods for instance Local Derivative Pattern (LDP), Local Binary Pattern (LBP), Histogram of Oriented Gradients (HOG), Gabor Jet Descriptor (GJD) which obtains high performance in visible spectrum but they have not been studied in thermal domain. For that reason the aim of this article is to show the performance of such methods in both spectra using a comparative analysis of current methods for face recognition. In addition, this work shows characteristics in each spectrum indicating their advantages as robustness to illumination and changes in expressions for infrared spectrum and weaknesses as the major use of the face when articulating gestures for the visible spectrum.
Inspec keywords: infrared spectra; face recognition; visible spectra
Subjects: Image recognition; Computer vision and image processing techniques
Related content
content/conferences/10.1049/14.2014.0005
pub_keyword,iet_inspecKeyword,pub_concept
6
6