Skip to content

hosein-srj/Age-invariant-face-recognition-based-on-deep-features-analysis

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

11 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Age invariant face recognition based on deep features analysis

paper: https://link.springer.com/article/10.1007/s11760-020-01635-1

Pre-proccessing:

image

image

feature extraction (deelte last softmax layer):

image

feature fusion Discriminant correlation analysis (DCA):

image

Classification with KNN with K=1 and SVM

article accuracy:

image

my implepemtation:
dataset FGNET KNN with K=5: 78.56%
dataset FGNET SVM: 89.87%

Releases

No releases published

Packages

No packages published