Facial Age Estimation using Transfer Learning and Bayesian Optimization based on Gender Information
نویسندگان
چکیده
منابع مشابه
Facial Image-based Gender and Age Estimation
The principal objective of this project is to develop methods for the estimation of the gender and the age of a person based on a facial image, using classification for the gender estimation and regression for the age. The extracted information can be useful in, for example, security or commercial applications. This is a difficult estimation problem, since the only information we have is the im...
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Human face aging is irreversible process causing changes in human face characteristics such us hair whitening, muscles drop and wrinkles. Due to the importance of human face aging in biometrics systems, age estimation became an attractive area for researchers. This paper presents a novel method to estimate the age from face images, using binarized statistical image features (BSIF) and local bin...
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ژورنال
عنوان ژورنال: Signal & Image Processing : An International Journal
سال: 2020
ISSN: 2229-3922
DOI: 10.5121/sipij.2020.11604