Raspberry Pi assisted facial expression recognition framework for smart security in law-enforcement services

M Sajjad, M Nasir, FUM Ullah, K Muhammad… - Information …, 2019 - Elsevier
Facial expression recognition is an active research area for which the research community
has presented a number of approaches due to its diverse applicability in different real-world …

[PDF][PDF] Facial Expression Recognition Using Enhanced Convolution Neural Network with Attention Mechanism.

K Prabhu, SS Kumar, M Sivachitra… - … Systems Science & …, 2022 - cdn.techscience.cn
Facial Expression Recognition (FER) has been an interesting area of research in places
where there is human-computer interaction. Human psychology, emotions and behaviors …

A comparative study on optical flow for facial expression analysis

B Allaert, IR Ward, IM Bilasco, C Djeraba… - Neurocomputing, 2022 - Elsevier
Optical flow techniques are becoming increasingly performant and robust when estimating
motion in a scene, but their performance has yet to be proven in the area of facial expression …

Micro and macro facial expression recognition using advanced local motion patterns

B Allaert, IM Bilasco, C Djeraba - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, we develop a new method that recognizes facial expressions, on the basis of
an innovative Local Motion Patterns (LMP) feature. The LMP feature analyzes locally the …

Feature selection on 2D and 3D geometric features to improve facial expression recognition

V Perez-Gomez, HV Rios-Figueroa, EJ Rechy-Ramirez… - Sensors, 2020 - mdpi.com
An essential aspect in the interaction between people and computers is the recognition of
facial expressions. A key issue in this process is to select relevant features to classify facial …

A Machine Learning based Facial Expression and Emotion Recognition for Human Computer Interaction through Fuzzy Logic System

K Vinutha, MK Niranjan, J Makhijani… - 2023 International …, 2023 - ieeexplore.ieee.org
Facial recognition is in use for the past decade there are many applications that needs facial
expression to learn the human behaviour and emotions for certain activities. Facial …

[PDF][PDF] Optical flow techniques for facial expression analysis: Performance evaluation and improvements

B Allaert, IR Ward, IM Bilasco, C Djeraba… - arXiv preprint arXiv …, 2019 - core.ac.uk
Optical flow techniques are becoming increasingly performant and robust when estimating
motion in a scene, but their performance has yet to be proven in the area of facial expression …

A hybrid facial features extraction-based classification framework for typhlotic people

ST Chopparapu, BS Joseph - Bulletin of Electrical Engineering and …, 2024 - beei.org
Facial features play a vital role in the real-time cloud-based applications. Since, most of the
conventional models are difficult to detect heterogeneous facial features due to high …

Impact of facial landmark localization on facial expression recognition

R Belmonte, B Allaert, P Tirilly… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Although facial landmark localization (FLL) approaches are becoming increasingly accurate
in identifying facial components, one question remains unanswered: what is the impact of …

eMotion-GAN: A Motion-based GAN for Photorealistic and Facial Expression Preserving Frontal View Synthesis

O Ikne, B Allaert, IM Bilasco, H Wannous - arXiv preprint arXiv:2404.09940, 2024 - arxiv.org
Many existing facial expression recognition (FER) systems encounter substantial
performance degradation when faced with variations in head pose. Numerous frontalization …