Overview
What is Fourier-Bessel Transform for Face Recognition?
Fourier-Bessel Transform for Face Recognition : A simple and effective code for Face Recognition Based on Polar Frequency Features.
In depth
A closer look at Fourier-Bessel Transform for Face Recognition
A novel biologically motivated face recognition algorithm based on polar frequency is presented. Polar frequency descriptors are extracted from face images by Fourier-Bessel transform (FBT). Most of the current face recognition algorithms are based on feature extraction from a Cartesian perspective, typical to most analog and digital imaging systems. The primate visual system, on the other hand, is known to process visual stimuli logarithmically. An alternative representation of an image in the polar frequency domain is the two-dimensional Fourier-Bessel Transform. This transform found several applications in analyzing patterns in a circular domain, but was seldom exploited for image recognition. These results indicate the high informative value of the polar frequency content of face images in relation to recognition and verification tasks, and that the Cartesian frequency content can complement information about the subjects’ identity, but possibly only when the images are not pre-normalized. Give Fourier-Bessel Transform for Face Recognition a try to see what it's really capable of!
Verdict
Should you download Fourier-Bessel Transform for Face Recognition?
Fourier-Bessel Transform for Face Recognition runs on
Windows 10/11
and is available under the
Freeware
license
— the installer is 309 KB.
We’ve catalogued it under
Science and Engineering.
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At a glance
Fourier-Bessel Transform for Face Recognition specifications
- Publisher
-
Luigi Rosa
- Last updated
- Nov 16, 2023
- License
- Freeware
- Operating system
- Windows 10/11
- File size
- 309 KB
- Price
- Free
- Page views
- 563
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