What else does your biometric data reveal? A survey on soft biometrics

A Dantcheva, P Elia, A Ross - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Recent research has explored the possibility of extracting ancillary information from primary
biometric traits viz., face, fingerprints, hand geometry, and iris. This ancillary information …

Support matrix machine: A review

A Kumari, M Akhtar, R Shah, M Tanveer - Neural Networks, 2024 - Elsevier
Support vector machine (SVM) is one of the most studied paradigms in the realm of machine
learning for classification and regression problems. It relies on vectorized input data …

[PDF][PDF] A comparative analysis of gender classification techniques

SA Khan, M Ahmad, M Nazir, N Riaz - … Journal of Bio-science and Bio …, 2013 - gvpress.com
Over the period of time, automated classification of gender has gained enormous
significance and has become an active area of research. Many researchers have put a lot of …

Support matrix machines

L Luo, Y **e, Z Zhang, WJ Li - International conference on …, 2015 - proceedings.mlr.press
In many classification problems such as electroencephalogram (EEG) classification and
image classification, the input features are naturally represented as matrices rather than …

Gender classification: a convolutional neural network approach

SS Liew, MK Hani, SA Radzi… - Turkish Journal of …, 2016 - journals.tubitak.gov.tr
An approach using a convolutional neural network (CNN) is proposed for real-time gender
classification based on facial images. The proposed CNN architecture exhibits a much …

Vision-based human gender recognition: A survey

CB Ng, YH Tay, BM Goi - arxiv preprint arxiv:1204.1611, 2012 - arxiv.org
Gender is an important demographic attribute of people. This paper provides a survey of
human gender recognition in computer vision. A review of approaches exploiting information …

Human gender detection from facial images using convolution neural network

TA Sumi, MS Hossain, RU Islam… - Applied Intelligence and …, 2021 - Springer
Human gender detection which is a part of facial recognition has received extensive
attention because of it's different kind of application. Previous research works on gender …

Optimization of K-nearest neighbor using particle swarm optimization for face recognition

K Sasirekha, K Thangavel - Neural Computing and Applications, 2019 - Springer
Face biometric has received more attention to recognize a person in a right way. However,
the face recognition is considered to be hard due to size, ethnicity, illumination, pose …

Gender estimation based on smile-dynamics

A Dantcheva, F Brémond - IEEE Transactions on Information …, 2016 - ieeexplore.ieee.org
Automated gender estimation has numerous applications, including video surveillance,
human-computer interaction, anonymous customized advertisement, and image retrieval …

SVM based gender classification using iris images

A Bansal, R Agarwal, RK Sharma - 2012 fourth international …, 2012 - ieeexplore.ieee.org
These days biometric authentication systems based on human characteristics such as face,
finger, voice and iris are becoming popular among researchers. These systems identify an …