Demographic estimation from face images: Human vs. machine performance

H Han, C Otto, X Liu, AK Jain - IEEE transactions on pattern …, 2014 - ieeexplore.ieee.org
Demographic estimation entails automatic estimation of age, gender and race of a person
from his face image, which has many potential applications ranging from forensics to social …

Demographic classification with local binary patterns

Z Yang, H Ai - Advances in Biometrics: International Conference, ICB …, 2007 - Springer
Abstract LBP (Local Binary Pattern) as an image operator is used to extract LBPH (LBP
histogram) features for texture description. In this paper, we present a novel method to use …

Gender classification based on fusion of different spatial scale features selected by mutual information from histogram of LBP, intensity, and shape

JE Tapia, CA Perez - IEEE transactions on information forensics …, 2013 - ieeexplore.ieee.org
In this paper, we report our extension of the use of feature selection based on mutual
information and feature fusion to improve gender classification of face images. We compare …

Facial expression recognition: a review of methods, performances and limitations

O Ekundayo, S Viriri - 2019 Conference on Information …, 2019 - ieeexplore.ieee.org
Facial expression is one of the profound nonverbal channels through which human emotion
state is communicated, its automation involves analysis and recognition of facial features …

Real time facial expression recognition with adaboost

Y Wang, H Ai, B Wu, C Huang - Proceedings of the 17th …, 2004 - ieeexplore.ieee.org
In this paper, we propose a novel method for facial expression recognition. The facial
expression is extracted from human faces by an expression classifier that is learned from …

Soft biometric classification using local appearance periocular region features

JR Lyle, PE Miller, SJ Pundlik, DL Woodard - Pattern Recognition, 2012 - Elsevier
This paper investigates the effectiveness of local appearance features such as Local Binary
Patterns, Histograms of Oriented Gradient, Discrete Cosine Transform, and Local Color …

Demographic analysis from biometric data: Achievements, challenges, and new frontiers

Y Sun, M Zhang, Z Sun, T Tan - IEEE transactions on pattern …, 2017 - ieeexplore.ieee.org
Biometrics is the technique of automatically recognizing individuals based on their biological
or behavioral characteristics. Various biometric traits have been introduced and widely …

Gender classification by combining clothing, hair and facial component classifiers

B Li, XC Lian, BL Lu - Neurocomputing, 2012 - Elsevier
In this paper, we propose a novel gender classification framework, which utilizes not only
facial features, but also external information, ie hair and clothing. Instead of using the whole …

Face gender classification on consumer images in a multiethnic environment

W Gao, H Ai - Advances in Biometrics: Third International Conference …, 2009 - Springer
In this paper, we target at face gender classification on consumer images in a multiethnic
environment. The consumer images are much more challenging, since the faces captured in …

An experimental study on automatic face gender classification

Z Yang, M Li, H Ai - 18th International Conference on Pattern …, 2006 - ieeexplore.ieee.org
This paper presents an experimental study on automatic face gender classification by
building a system that mainly consists of four parts, face detection, face alignment, texture …