Soft biometrics: A survey: Benchmark analysis, open challenges and recommendations

B Hassan, E Izquierdo, T Piatrik - Multimedia Tools and Applications, 2021 - Springer
The field of biometrics research encompasses the need to associate an identity to an
individual based on the persons physiological or behaviour traits. While the use of intrusive …

Investigating bias and fairness in facial expression recognition

T Xu, J White, S Kalkan, H Gunes - … : Glasgow, UK, August 23–28, 2020 …, 2020 - Springer
Recognition of expressions of emotions and affect from facial images is a well-studied
research problem in the fields of affective computing and computer vision with a large …

Single attribute and multi attribute facial gender and age estimation

SK Gupta, N Nain - Multimedia Tools and Applications, 2023 - Springer
Facial age and gender recognition have vital applications as consumer profile prediction,
social media advertisement, human-computer interaction, image retrieval system …

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 …

Facial Expression Recognition: Impact of Gender on Fairness and Expressions∗

C Manresa-Yee, S Ramis Guarinos… - Proceedings of the XXII …, 2022 - dl.acm.org
Multiple and varied domains can benefit from automated Facial Expression Recognition
(FER) like human computer interfaces or health applications. New approaches using …

[PDF][PDF] Generating embedding features using deep learning for ethnics recognition.

M Alghaili, Z Li, AJA AlBdairi… - Int. Arab J. Inf. Technol …, 2023 - researchgate.net
Although significant advances have been made recently in the field of ethnics recognition
through face recognition, there is still a lack of studies of ethnics recognition through facial …

Onedetect: A federated learning architecture for global soft biometrics prediction

B Hassan, E Izquierdo - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Following the amount of threats and increased number of terrorism reported over the years,
the development of security technologies is becoming a crucial subject, in recent era …

Perceptive advertising using standardised facial features

R Gautam, P Mahara - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
Advertising has become the sole medium for businesses to propagate their products in the
market, especially, using digital display hoardings and billboards. Today, the advertisement …

Performance assessment of soft biometrics technologies for border crossing

B Hassan, E Izquierdo… - … Technologies and Social …, 2022 - Wiley Online Library
One of the essential requirements for faster and more secure border crossing is the
development of new technologies to facilitate seamless recognition. The border crossing …

Facial ethnicity recognition based on transfer learning from deep convolutional networks

S Gao, C Zeng, M Bai, K Shu - 2020 3rd International …, 2020 - ieeexplore.ieee.org
With the development of deep learning, computer face recognition has made significant
progress. However, face ethnic characteristics information is rarely used in face recognition …