Multimedia analysis of robustly optimized multimodal transformer based on vision and language co-learning
Recently, research on multimodal learning using all modality information has been
conducted to detect disinformation on multimedia. Existing multimodal learning methods …
conducted to detect disinformation on multimedia. Existing multimodal learning methods …
Henry gas solubility optimization with deep learning based facial emotion recognition for human computer interface
Automated facial emotion recognition (FER) is one of the important fields of human-
computer interaction (HCI). FER remains challenging due to facial accessories, non-uniform …
computer interaction (HCI). FER remains challenging due to facial accessories, non-uniform …
Multimodal emotion recognition from facial expression and speech based on feature fusion
G Tang, Y Xie, K Li, R Liang, L Zhao - Multimedia Tools and Applications, 2023 - Springer
Multimodal emotion recognition is designed to use expression and speech information to
identify individual behaviors. Feature fusion can enrich various modal information, which is …
identify individual behaviors. Feature fusion can enrich various modal information, which is …
Hybrid multi-modal emotion recognition framework based on InceptionV3DenseNet
FM Alamgir, MS Alam - Multimedia Tools and Applications, 2023 - Springer
Emotion recognition is one of the most complex research areas as individuals express
emotional cues based on several modalities such as audio, facial expressions, and …
emotional cues based on several modalities such as audio, facial expressions, and …
Speech emotion recognition based on modified reliefF
GM Li, N Liu, JA Zhang - Sensors, 2022 - mdpi.com
As the key of human–computer natural interaction, the research of emotion recognition is of
great significance to the development of computer intelligence. In view of the issue that the …
great significance to the development of computer intelligence. In view of the issue that the …
Automated face recognition using deep learning technique and center symmetric multivariant local binary pattern
JC Sekhar, PJ Josephson, A Chinnasamy… - Neural Computing and …, 2024 - Springer
Researchers have recently created several deep learning strategies for various tasks, and
facial recognition has made remarkable progress in employing these techniques. Face …
facial recognition has made remarkable progress in employing these techniques. Face …
A Real-time Multimodal Intelligent Tutoring Emotion Recognition System (MITERS)
N Khediri, M Ben Ammar, M Kherallah - Multimedia Tools and Applications, 2024 - Springer
Emotion recognition can be used in a wide range of applications. We are interested in the E-
learning system because of the several benefits of learning anywhere and anytime. Despite …
learning system because of the several benefits of learning anywhere and anytime. Despite …
A robot electronic device for multimodal emotional recognition of expressions
L Nie - Paladyn, 2024 - degruyter.com
This study addresses the challenge of low recognition rates in emotion recognition systems,
attributed to the vulnerability of sound data to ambient noise. To overcome this limitation, we …
attributed to the vulnerability of sound data to ambient noise. To overcome this limitation, we …
Multimodal Emotion Recognition System Through Three Different Channels (MER-3C)
N Khediri, M Ben Ammar, M Kherallah - International Conference on …, 2023 - Springer
The field of machine learning and computer science known as “affective computing” focuses
on how to recognize and analyze human emotions. Different modalities can complement or …
on how to recognize and analyze human emotions. Different modalities can complement or …
Application to Detect Driver Distraction Using Haar Cascade Method
N Zainuddin, TKTZT Zizi, S Ramli… - … IEEE Symposium on …, 2023 - ieeexplore.ieee.org
Road accidents are a terrible fact of life. A traffic collision is usually mentioned in at least one
of the daily news reports in Malaysia. The number of victims and damage done can be …
of the daily news reports in Malaysia. The number of victims and damage done can be …