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Elkarazle, K.; Raman, V.; Then, P. Facial Age Estimation Using
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24.01.2023
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Bog'liq
BDCC-06-00128
Document Outline
Introduction
Contributions
Common
Challenges
Head-Pose and Alignment
Image
Resolution
Lifestyle and Health Condition
Lack
of Data
Genetics
Facial Modifications
Datasets
IMDB-WIKI
Human and Object Interaction Processing (HOIP)
The Asian Face Age Dataset (AFAD)
Cross-Age Celebrity Dataset (CACD)
WebFace
MORPH
Specs on Face (SoF)
MegaAge
Adience
UTKFace
AgeDB
MSU LFW+
Facial Recognition Technology (FERET)
YGA
Images of Group (IoG)
Iranian Face Database (IFDB)
FG-NET
Age
Estimation Models
Handcrafted Models
Deep Learning Models
Performance
Evaluation Metrics
Age Estimation Literature Review
Handcrafted
Methods
Transfer Learning-Based Methods
Discussion
Conclusions
References
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