Face spoofing, age, gender and facial expression recognition using advance neural network architecture-based biometric system

S Kumar, S Rani, A Jain, C Verma, MS Raboaca, Z Illés… - Sensors, 2022 - mdpi.com
Nowadays, the demand for soft-biometric-based devices is increasing rapidly because of the
huge use of electronics items such as mobiles, laptops and electronic gadgets in daily life …

AttM-CNN: Attention and metric learning based CNN for pornography, age and Child Sexual Abuse (CSA) Detection in images

A Gangwar, V González-Castro, E Alegre, E Fidalgo - Neurocomputing, 2021 - Elsevier
Nowadays, the growing number of cases of possession and distribution of Child Sexual
Abuse (CSA) material pose a significant challenge for Law Enforcement Agencies (LEAs). In …

Face image analysis using machine learning: a survey on recent trends and applications

MH Siddiqi, K Khan, RU Khan, A Alsirhani - Electronics, 2022 - mdpi.com
Human face image analysis using machine learning is an important element in computer
vision. The human face image conveys information such as age, gender, identity, emotion …

Using deep learning to predict ideology from facial photographs: Expressions, beauty, and extra-facial information

SHR Rasmussen, SG Ludeke, R Klemmensen - Scientific Reports, 2023 - nature.com
Deep learning techniques can use public data such as facial photographs to predict
sensitive personal information, but little is known about what information contributes to the …

A multi-task framework for facial attributes classification through end-to-end face parsing and deep convolutional neural networks

K Khan, M Attique, RU Khan, I Syed, TS Chung - Sensors, 2020 - mdpi.com
Human face image analysis is an active research area within computer vision. In this paper
we propose a framework for face image analysis, addressing three challenging problems of …

Sfpd: simultaneous face and person detection in real-time for human–robot interaction

MA Fiedler, P Werner, A Khalifa, A Al-Hamadi - Sensors, 2021 - mdpi.com
Face and person detection are important tasks in computer vision, as they represent the first
component in many recognition systems, such as face recognition, facial expression …

A unified framework for head pose, age and gender classification through end-to-end face segmentation

K Khan, M Attique, I Syed, G Sarwar, MA Irfan… - Entropy, 2019 - mdpi.com
Accurate face segmentation strongly benefits the human face image analysis problem. In
this paper we propose a unified framework for face image analysis through end-to-end …

Unsupervised Anomaly Approach to Pedestrian Age Classification from Surveillance Cameras Using an Adversarial Model with Skip-Connections

HB Baydargil, J Park, IF Ince - Applied Sciences, 2021 - mdpi.com
Anomaly detection is an active research area within the machine learning and scene
understanding fields. Despite the ambiguous definition, anomaly detection is considered an …

Bagging ensemble for deep learning based gender recognition using test-timeaugmentation on large-scale datasets

T DANIŞMAN - Turkish Journal of Electrical Engineering and …, 2021 - journals.tubitak.gov.tr
We present a bagging ensemble of convolutional networks in combination with the test-time
augmentation technique to improve performance on the cross-dataset gender recognition …

Multi-attribute recognition of facial images considering exclusive and correlated relationship among attributes

C Hyun, J Seo, KE Lee, H Park - Applied Sciences, 2019 - mdpi.com
Multi-attribute recognition is one of the main topics attaining much attention in the pattern
recognition field these days. The conventional approaches to multi-attribute recognition has …