Gender recognition from facial images using convolutional neural network

S Mittal, S Mittal - 2019 Fifth International Conference on Image …, 2019 - ieeexplore.ieee.org
… Deep learning is becoming state of the art method for classification problems in various
fields including medicine, structural health monitoring and maritime target tracking [34],[35],[36],[…

A novel octopus based Parkinson's disease and gender recognition method using vowels

T Tuncer, S Dogan - Applied Acoustics, 2019 - Elsevier
recognition method is proposed using the proposed octopus pooling method. The proposed
… As we know from deep learning method especially convolutional neural networks, a pooling …

Gender recognition from human-body images using visible-light and thermal camera videos based on a convolutional neural network for image feature extraction

DT Nguyen, KW Kim, HG Hong, JH Koo, MC Kim… - Sensors, 2017 - mdpi.com
… extractors, we propose a new gender recognition method that uses a more suitable feature
… To overcome this problem, we propose the use of CNN, which is a learning-based method, …

Comparison of several classification algorithms for gender recognition from face images

M Sakarkaya, F Yanbol, Z Kurt - 2012 IEEE 16th International …, 2012 - ieeexplore.ieee.org
… SVM is a supervised learning method that is used for classification. SVM was introduced
by Vapnik [19]. SVM constructs a hyper plane which has the largest distance to the nearest …

Cascading scene and viewpoint feature learning for pedestrian gender recognition

L Cai, H Zeng, J Zhu, J Cao, Y Wang… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… to develop a new pedestrian gender recognition method through jointly resisting the scene
… feature learning method is proposed for performing pedestrian gender recognition, called …

Learning a lightweight deep convolutional network for joint age and gender recognition

L Zhu, K Wang, L Lin, L Zhang - … on Pattern Recognition (ICPR), 2016 - ieeexplore.ieee.org
… has a same architecture, the parameters are different and the method … -task Learning
Scheme In order to jointly perform age and gender recognition, we exploit the multi-task learning

Multimodal camera-based gender recognition using human-body image with two-step reconstruction network

NR Baek, SW Cho, JH Koo, NQ Truong, KR Park - IEEE Access, 2019 - ieeexplore.ieee.org
… , we propose a gender recognition method based on human … method and existing methods
on gender recognition. … For the architecture of ResNet-101, a residual learning method of …

Learning utterance-level representations for speech emotion and age/gender recognition using deep neural networks

ZQ Wang, I Tashev - 2017 IEEE international conference on …, 2017 - ieeexplore.ieee.org
… In addition, a more powerful kernel extreme learning machine is further applied to the
learned … In our study, we also apply the same proposed method to recognize age/gender from …

Age group classification and gender recognition from speech with temporal convolutional neural networks

HA Sánchez-Hevia, R Gil-Pita, M Utrilla-Manso… - Multimedia Tools and …, 2022 - Springer
… deep learning based methodologies outperform the … gender recognition from speech using
different types of neural networks. The underlying application is IVR systems, where gender

Gender recognition on rgb-d image

X Zhang, S Javed, A Obeid, J Dias… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
learning method for recognizing a subject gender from a whole-body RGB-D image, in a
given real-scenario posture, as shown in Fig.1. Compared to competitive methods, our method