Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects
S Zhang, Y Yang, C Chen, X Zhang, Q Leng… - Expert Systems with …, 2024 - Elsevier
Emotion recognition has recently attracted extensive interest due to its significant
applications to human–computer interaction. The expression of human emotion depends on …
applications to human–computer interaction. The expression of human emotion depends on …
Facial expression recognition with convolutional neural networks: co** with few data and the training sample order
Facial expression recognition has been an active research area in the past 10 years, with
growing application areas including avatar animation, neuromarketing and sociable robots …
growing application areas including avatar animation, neuromarketing and sociable robots …
A micro-GA embedded PSO feature selection approach to intelligent facial emotion recognition
This paper proposes a facial expression recognition system using evolutionary particle
swarm optimization (PSO)-based feature optimization. The system first employs modified …
swarm optimization (PSO)-based feature optimization. The system first employs modified …
A review on classifying abnormal behavior in crowd scene
Crowd behavior analysis has become one of the new areas of interest in the computer vision
community due to the increasing demands from surveillance and security industries. It is …
community due to the increasing demands from surveillance and security industries. It is …
Fuzzy histogram of optical flow orientations for micro-expression recognition
In high-stake situations, the micro-expressions reveal the hidden emotions of a person and it
has potential applications in many areas. The recognition of such short-lived subtle …
has potential applications in many areas. The recognition of such short-lived subtle …
CNN and LSTM based facial expression analysis model for a humanoid robot
Robots must be able to recognize human emotions to improve the human-robot interaction
(HRI). This study proposes an emotion recognition system for a humanoid robot. The robot is …
(HRI). This study proposes an emotion recognition system for a humanoid robot. The robot is …
[HTML][HTML] Intelligent facial emotion recognition using moth-firefly optimization
In this research, we propose a facial expression recognition system with a variant of
evolutionary firefly algorithm for feature optimization. First of all, a modified Local Binary …
evolutionary firefly algorithm for feature optimization. First of all, a modified Local Binary …
Efficient facial expression recognition using histogram of oriented gradients in wavelet domain
Facial expression recognition plays a significant role in human behavior detection. In this
study, we present an efficient and fast facial expression recognition system. We introduce a …
study, we present an efficient and fast facial expression recognition system. We introduce a …
An effective framework for driver fatigue recognition based on intelligent facial expressions analysis
Driver fatigue is a major cause of traffic accidents. Automatic vision-based driver fatigue
recognition is one of the most prospective commercial applications based on facial …
recognition is one of the most prospective commercial applications based on facial …
Face recognition under varying expressions and illumination using particle swarm optimization
Social networks generate enormous amounts of visual data. Mining of such data in
recommender systems is extremely important. User profiling is carried out in recommender …
recommender systems is extremely important. User profiling is carried out in recommender …