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
Pedestrians' gender is a soft attribute which is useful in many areas of computer vision
including human robot interaction, intelligent surveillance and human behavior analysis …

Gender classification using proposed CNN-based model and ant colony optimization

F Abbas, M Yasmin, M Fayyaz, M Abd Elaziz, S Lu… - Mathematics, 2021 - mdpi.com
Pedestrian gender classification is one of the key assignments of pedestrian study, and it
finds practical applications in content-based image retrieval, population statistics, human …

HOG-assisted deep feature learning for pedestrian gender recognition

L Cai, J Zhu, H Zeng, J Chen, C Cai, KK Ma - Journal of the Franklin …, 2018 - Elsevier
Pedestrian gender recognition is a very challenging problem, since the viewpoint variations,
illumination changes, occlusion, and poor quality are usually encountered in the pedestrian …

[PDF][PDF] Gender recognition from unconstrained selfie images: a convolutional neural network approach

S Bekhet, AM Alghamdi, I Taj-Eddin - International Journal of …, 2022 - academia.edu
Human gender recognition is an essential demographic tool. This is reflected in forensic
science, surveillance systems and targeted marketing applications. This research was …

Human gender classification using transfer learning via Pareto frontier CNN networks

MM Islam, N Tasnim, JH Baek - Inventions, 2020 - mdpi.com
Human gender is deemed as a prime demographic trait due to its various usage in the
practical domain. Human gender classification in an unconstrained environment is a …

[PDF][PDF] A hybrid approach based on deep learning for gender recognition using human ear images

B Karasulu, F Yücalar, E Borandağ - Journal of the Faculty of …, 2022 - researchgate.net
Purpose: This study aims to proof the necessity and capabilities of proposed our novel
hybrid deep learning approach for gender recognition using human ear images. The study …

Gender classification based on Asian faces using deep learning

TV Janahiraman… - 2019 IEEE 9th international …, 2019 - ieeexplore.ieee.org
For the past few years, gender classification has been an active area of study and
researchers have been putting a lot of effort to contribute quality research in this area. There …

Multi-label convolutional neural network based pedestrian attribute classification

J Zhu, S Liao, Z Lei, SZ Li - Image and Vision Computing, 2017 - Elsevier
Recently, pedestrian attributes like gender, age, clothing etc., have been used as soft
biometric traits for recognizing people. Unlike existing methods that assume the …

Gait-based gender classification using smartphone accelerometer sensor

AT Sabir, HS Maghdid, SM Asaad… - … on frontiers of signal …, 2019 - ieeexplore.ieee.org
People gender and activities recognition are becoming a hot topic in our daily applications
through gait information. The very well-known applications are safety-health, security …

Gender recognition in smartphones using touchscreen gestures

A Jain, V Kanhangad - Pattern Recognition Letters, 2019 - Elsevier
This paper presents an approach for gender recognition in smartphones using touchscreen
gestures performed by the user. The primary behavioral data comprising readings from the …