Gender recognition through face using deep learning

A Dhomne, R Kumar, V Bhan - Procedia computer science, 2018 - Elsevier
… Within this paper, we have explored that by doing learn and classification method and with
the utilization of Deep Convolutional Neural Networks (D-CNN) technique, a satisfied growth …

A robust approach for gender recognition using deep learning

S Arora, MPS Bhatia - 2018 9th international conference on …, 2018 - ieeexplore.ieee.org
… In this paper, we propose a robust and effective method to classify gender using CNN. The
network architecture has lesser number of layers and parameters as compared to existing …

Deep learning for gender recognition

Q Deng, Y Xu, J Wang, K Sun - 2015 International Conference …, 2015 - ieeexplore.ieee.org
… a gender recognition model for all kinds of people. This paper proposes to train a gender
recognition … These experimental results demonstrate the good performance of our method. …

Gender recognition by voice using an improved self-labeled algorithm

IE Livieris, E Pintelas, P Pintelas - … Learning and Knowledge Extraction, 2019 - mdpi.com
learning methodologies. Additionally, another interesting aspect is concentrating on extending
our framework for handling big data with traditional technique and platforms such as [40,…

Human identity and gender recognition from gait sequences with arbitrary walking directions

J Lu, G Wang, P Moulin - IEEE Transactions on information …, 2013 - ieeexplore.ieee.org
… Based on this intuition, we develop a new metric learning method which we call sparse …
learning methods, using the Matlab software and our dataset for gender recognition experiments. …

Speaker gender recognition based on deep neural networks and ResNet50

AA Alnuaim, M Zakariah, C Shashidhar… - Wireless …, 2022 - Wiley Online Library
learning method is appropriate for gender classification. If CNN effectively identifies the
gender … , the latter performs nearly 2% better at gender recognition than the former. As a result, …

Appearance based pedestrians' gender recognition by employing stacked auto encoders in deep learning

M Raza, M Sharif, M Yasmin, MA Khan, T Saba… - Future Generation …, 2018 - Elsevier
… ’ gender prediction is one of the challenging methodologies in image processing. In this article,
a deep learning … by a deep decompositional neural network method. The outcome of this …

An effective gender recognition approach using voice data via deeper LSTM networks

F Ertam - Applied Acoustics, 2019 - Elsevier
… At the same time, the accuracy of the proposed method was compared with the accuracy …
conventional machine learning approaches. The study was successful at predicting gender with …

An approach to EEG-based gender recognition using entropy measurement methods

J Hu - Knowledge-Based Systems, 2018 - Elsevier
… The study focuses on applying machine learning method to recognize gender. The main …
The main idea behind this paper was to find a more efficient method for gender recognition, …

A comparison of techniques for robust gender recognition

RN Rojas-Bello, LF Lago-Fernández… - 2011 18th IEEE …, 2011 - ieeexplore.ieee.org
… In the second column of Table 1 we show the average classification error of each studied
method. The third column shows the number of times each methods obtains the best accuracy …