11K Hands: Gender recognition and biometric identification using a large dataset of hand images

M Afifi - Multimedia Tools and Applications, 2019 - Springer
Human hand not only possesses distinctive feature for gender information, it is also
considered one of the primary biometric traits used to identify a person. Unlike face images …

Hand gesture recognition with convolution neural networks

F Zhan - 2019 IEEE 20th international conference on …, 2019 - ieeexplore.ieee.org
Hand gestures are the most common forms of communication and have great importance in
our world. They can help in building safe and comfortable user interfaces for a multitude of …

Tiny hand gesture recognition without localization via a deep convolutional network

P Bao, AI Maqueda, CR del-Blanco… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Visual hand-gesture recognition is being increasingly desired for human-computer
interaction interfaces. In many applications, hands only occupy about 10% of the image …

Gender and handedness prediction from offline handwriting using convolutional neural networks

Á Morera, Á Sánchez, JF Vélez, AB Moreno - Complexity, 2018 - Wiley Online Library
Demographic handwriting‐based classification problems, such as gender and handedness
categorizations, present interesting applications in disciplines like Forensic Biometrics. This …

Hand gesture recognition based on a Harris hawks optimized convolution neural network

TR Gadekallu, G Srivastava, M Liyanage… - Computers and …, 2022 - Elsevier
Hand gestures are an effective method of communication, especially when we are
communicating with people who cannot understand our spoken language. Furthermore, it is …

Gender classification from hand shape

G Amayeh, G Bebis, M Nicolescu - 2008 IEEE Computer …, 2008 - ieeexplore.ieee.org
Many social interactions and services today depend on gender. In this paper, we investigate
the problem of gender classification from hand shape. Our work has been motivated by …

A deep learning-based end-to-end composite system for hand detection and gesture recognition

AAQ Mohammed, J Lv, MS Islam - Sensors, 2019 - mdpi.com
Recent research on hand detection and gesture recognition has attracted increasing interest
due to its broad range of potential applications, such as human-computer interaction, sign …

Robust biometric recognition from palm depth images for gloved hands

BP Nguyen, WL Tay, CK Chui - IEEE Transactions on Human …, 2015 - ieeexplore.ieee.org
Biometric recognition can be used to improve gesture-based interfaces by automatically
identifying operators. Traditional palm biometric recognition techniques depend on palm …

Adam or Eve? Automatic users' gender classification via gestures analysis on touch devices

A Guarino, N Lettieri, D Malandrino… - Neural Computing and …, 2022 - Springer
Gender classification of mobile devices' users has drawn a great deal of attention for its
applications in healthcare, smart spaces, biometric-based access control systems and …

A hand-based multi-biometrics via deep hashing network and biometric graph matching

D Zhong, H Shao, X Du - IEEE Transactions on Information …, 2019 - ieeexplore.ieee.org
At present, the fusion of different unimodal biometrics has attracted increasing attention from
researchers, who are dedicated to the practical application of biometrics. In this paper, we …