Representation of results for comparison.

Representation of results for comparison.

<div><p>As challenging as it is to use face recognition with a Single Sample Per Person, it becomes even more difficult when face recognition based on a single sample is performed in an unconstrained environment. The unconstrained environment is normally considered irregular in facial ex...

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Bibliographic Details
Main Author: Muhammad Tariq Siddique (21409882) (author)
Other Authors: Ibrahim Venkat (11331177) (author), Humera Farooq (19923947) (author), Sharul Tajuddin (21409885) (author), S. H. Shah Newaz (21409888) (author)
Published: 2025
Subjects:
Molecular Biology
Science Policy
Mental Health
Space Science
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
support vector machine
normally considered irregular
deep neural network
effective augmentation technique
occlusion may alter
handling occlusion compared
creating virtual samples
use face recognition
sspp face recognition
face recognition based
virtual samples
face recognition
based technique
face image
based model
xlink ">
unconstrained environments
unconstrained environment
study aimed
specifically 94
single sample
sample size
robust method
local region
less research
facial images
facial expressions
extensive research
expression changes
difficulty increases
cause deterioration
becomes even
art counterparts
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