Human gender classification: a review

F Lin, Y Wu, Y Zhuang, X Long… - International Journal of …, 2016 - inderscienceonline.com
The gender recognition is essential and critical for many applications in the commercial
domains such as applications of human-computer interaction and computer-aided …

A review of facial gender recognition

CB Ng, YH Tay, BM Goi - Pattern Analysis and Applications, 2015 - Springer
Applications such as human–computer interaction, surveillance, biometrics and intelligent
marketing would benefit greatly from knowledge of the attributes of the human subjects …

Coordinate-wise monotonic transformations enable privacy-preserving age estimation with 3D face point cloud

X Yang, R Li, X Yang, Y Zhou, Y Liu… - Science China Life …, 2024 - Springer
The human face is a valuable biomarker of aging, but the collection and use of its image
raise significant privacy concerns. Here we present an approach for facial data masking that …

Joint gender, ethnicity and age estimation from 3D faces: an experimental illustration of their correlations

B Xia, BB Amor, M Daoudi - Image and Vision Computing, 2017 - Elsevier
Humans present clear demographic traits which allow their peers to recognize their gender
and ethnic groups as well as estimate their age. Abundant literature has investigated the …

3D Nose shape net for human gender and ethnicity classification

C Lv, Z Wu, D Zhang, X Wang, M Zhou - Pattern Recognition Letters, 2019 - Elsevier
Gender and ethnicity are significant characteristics of human beings. Using human facial
data to classify gender and ethnicity of people is important in facial analysis research. A …

Gender recognition from facial images: two or three dimensions?

W Zhang, ML Smith, LN Smith, A Farooq - JOSA A, 2016 - opg.optica.org
This paper seeks to compare encoded features from both two-dimensional (2D) and three-
dimensional (3D) face images in order to achieve automatic gender recognition with high …

Ethnicity classification by the 3D Discrete Landmarks Model measure in Kendall shape space

C Lv, Z Wu, X Wang, Z Dan, M Zhou - Pattern Recognition Letters, 2020 - Elsevier
Abstract Knowledge of human ethnicity constitutes important biometric information. An
automated ethnicity classification is a good first step in facial analysis. However, most …

Facial features for gender recognition

G Liao, W Chen, Y Wu - 2016 35th Chinese Control Conference …, 2016 - ieeexplore.ieee.org
Facial features are complex data sets including both personal features and common
features. Gender recognition based on facial features is a study on common features of …

An effective method for gender classification with convolutional neural networks

H Zhang, Q Zhu, X Jia - … and Architectures for Parallel Processing: 15th …, 2015 - Springer
A gender classification system uses a given image from human face to tell the gender of the
given person. An effective gender classification approach is able to improve the …

Exploring the magnitude of human sexual dimorphism in 3D face gender classification

B Xia, B Ben Amor, M Daoudi - … : Zurich, Switzerland, September 6-7 and …, 2015 - Springer
Human faces demonstrate clear Sexual Dimorphism (SD) for recognizing the gender.
Different faces, even of the same gender, convey different magnitude of sexual dimorphism …