Driver distraction using visual-based sensors and algorithms

A Fernández, R Usamentiaga, JL Carús, R Casado - Sensors, 2016 - mdpi.com
Driver distraction, defined as the diversion of attention away from activities critical for safe
driving toward a competing activity, is increasingly recognized as a significant source of …

A review on state-of-the-art face recognition approaches

Z Mahmood, N Muhammad, N Bibi, T Ali - Fractals, 2017 - World Scientific
Automatic Face Recognition (FR) presents a challenging task in the field of pattern
recognition and despite the huge research in the past several decades; it still remains an …

Facial expression recognition with trade-offs between data augmentation and deep learning features

S Umer, RK Rout, C Pero, M Nappi - Journal of Ambient Intelligence and …, 2022 - Springer
A novel facial expression recognition system has been proposed in this paper. The objective
of this paper is to recognize the types of expressions in the human face region. The …

Fully automatic face normalization and single sample face recognition in unconstrained environments

M Haghighat, M Abdel-Mottaleb, W Alhalabi - Expert Systems with …, 2016 - Elsevier
Single sample face recognition have become an important problem because of the
limitations on the availability of gallery images. In many real-world applications such as …

An optimal hybrid solution to local and global facial recognition through machine learning

K Raju, B Chinna Rao, K Saikumar… - A fusion of artificial …, 2022 - Springer
Face recognition need is fine assured as enormous industrial relevance use them to
implement one or another objective. As the programmes move closer to everyday usage to …

BULDP: biomimetic uncorrelated locality discriminant projection for feature extraction in face recognition

X Ning, W Li, B Tang, H He - IEEE Transactions on Image …, 2018 - ieeexplore.ieee.org
This paper develops a new dimensionality reduction method, named biomimetic
uncorrelated locality discriminant projection (BULDP), for face recognition. It is based on …

Web-shaped model for head pose estimation: An approach for best exemplar selection

P Barra, S Barra, C Bisogni… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Head pose estimation is a sensitive topic in video surveillance/smart ambient scenarios
since head rotations can hide/distort discriminative features of the face. Face recognition …

Toward unconstrained fingerprint recognition: A fully touchless 3-D system based on two views on the move

RD Labati, A Genovese, V Piuri… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Touchless fingerprint recognition systems do not require contact of the finger with any
acquisition surface and thus provide an increased level of hygiene, usability, and user …

Palmprint identification using an ensemble of sparse representations

I Rida, S Al-Maadeed, A Mahmood, A Bouridane… - IEEE …, 2018 - ieeexplore.ieee.org
Among various palmprint identification methods proposed in the literature, sparse
representation for classification (SRC) is very attractive offering high accuracy. Although …

A novel non-linear modifier for adaptive illumination normalization for robust face recognition

VP Vishwakarma, S Dalal - Multimedia Tools and Applications, 2020 - Springer
In this paper, a novel approach is presented for adaptive illumination normalization for face
recognition under varying illuminations due to change in angle of light projection …