Facial expression recognition using computer vision: A systematic review

D Canedo, AJR Neves - Applied Sciences, 2019 - mdpi.com
Emotion recognition has attracted major attention in numerous fields because of its relevant
applications in the contemporary world: marketing, psychology, surveillance, and …

Efficient facial expression recognition algorithm based on hierarchical deep neural network structure

JH Kim, BG Kim, PP Roy, DM Jeong - IEEE access, 2019 - ieeexplore.ieee.org
With the continued development of artificial intelligence (AI) technology, research on
interaction technology has become more popular. Facial expression recognition (FER) is an …

[HTML][HTML] Multi-feature fusing local directional ternary pattern for facial expressions signal recognition based on video communication system

L Yan, Y Shi, M Wei, Y Wu - Alexandria Engineering Journal, 2023 - Elsevier
In the field of Automatic Facial Expression Signal Recognition (AFESR) at video
communication system, the fusing feature extraction is playing an extremely important role in …

Facial expression recognition using local gravitational force descriptor-based deep convolution neural networks

K Mohan, A Seal, O Krejcar… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
An image is worth a thousand words; hence, a face image illustrates extensive details about
the specification, gender, age, and emotional states of mind. Facial expressions play an …

Facial expression recognition in videos using hybrid CNN & ConvLSTM

R Singh, S Saurav, T Kumar, R Saini, A Vohra… - International Journal of …, 2023 - Springer
The three-dimensional convolutional neural network (3D-CNN) and long short-term memory
(LSTM) have consistently outperformed many approaches in video-based facial expression …

Improved transfer-learning-based facial recognition framework to detect autistic children at an early stage

T Akter, MH Ali, MI Khan, MS Satu, MJ Uddin… - Brain sciences, 2021 - mdpi.com
Autism spectrum disorder (ASD) is a complex neuro-developmental disorder that affects
social skills, language, speech and communication. Early detection of ASD individuals …

Four-layer ConvNet to facial emotion recognition with minimal epochs and the significance of data diversity

T Debnath, MM Reza, A Rahman, A Beheshti… - Scientific Reports, 2022 - nature.com
Emotion recognition is defined as identifying human emotion and is directly related to
different fields such as human–computer interfaces, human emotional processing, irrational …

The future is yesterday: Use of AI-driven facial recognition to enhance value in the travel and tourism industry

S Gupta, S Modgil, CK Lee, U Sivarajah - Information Systems Frontiers, 2023 - Springer
This study aims to investigate the role of artificial intelligence (AI) driven facial recognition to
enhance a value proposition by influencing different areas of services in the travel and …

Automatic detection of students' affective states in classroom environment using hybrid convolutional neural networks

A TS, RMR Guddeti - Education and information technologies, 2020 - Springer
Predicting the students' emotional and behavioral engagements using computer vision
techniques is a challenging task. Though there are several state-of-the-art techniques for …

Flepnet: feature level ensemble parallel network for facial expression recognition

M Karnati, A Seal, A Yazidi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the advent of deep learning, the research on facial expression recognition (FER) has
received a lot of interest. Different deep convolutional neural network (DCNN) architectures …