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[HTML][HTML] A comprehensive survey on deep facial expression recognition: challenges, applications, and future guidelines
Facial expression recognition (FER) is an emerging and multifaceted research topic.
Applications of FER in healthcare, security, safe driving, and so forth have contributed to the …
Applications of FER in healthcare, security, safe driving, and so forth have contributed to the …
A systematic review of facial expression detection methods
LVL Pinto, AVN Alves, AM Medeiros… - IEEE …, 2023 - ieeexplore.ieee.org
Understanding emotions is one of the greatest capabilities of human beings, as it allows the
understanding of facial expressions that facilitate the capture of important information about …
understanding of facial expressions that facilitate the capture of important information about …
Image-based facial emotion recognition using convolutional neural network on emognition dataset
Detecting emotions from facial images is difficult because facial expressions can vary
significantly. Previous research on using deep learning models to classify emotions from …
significantly. Previous research on using deep learning models to classify emotions from …
Real time emotion recognition from facial expressions using CNN architecture
MA Ozdemir, B Elagoz, A Alaybeyoglu… - 2019 medical …, 2019 - ieeexplore.ieee.org
Emotion is an important topic in different fields such as biomedical engineering, psychology,
neuroscience and health. Emotion recognition could be useful for diagnosis of brain and …
neuroscience and health. Emotion recognition could be useful for diagnosis of brain and …
Facial expression recognition of instructor using deep features and extreme learning machine
Classroom communication involves teacher's behavior and student's responses. Extensive
research has been done on the analysis of student's facial expressions, but the impact of …
research has been done on the analysis of student's facial expressions, but the impact of …
[PDF][PDF] Enhanced real-time facial expression recognition using deep learning
In the realm of facial expression recognition (FER), the identification and classification of
seven universal emotional states, surprise, disgust, fear, happiness, neutrality, anger, and …
seven universal emotional states, surprise, disgust, fear, happiness, neutrality, anger, and …
A hybrid deep learning approach for driver distraction detection
The World Health Organisation reports distracted driving actions as the main cause of road
traffic accidents. Current studies to detect distraction postures focus on analysing spatial …
traffic accidents. Current studies to detect distraction postures focus on analysing spatial …
A novel approach to cross dataset studies in facial expression recognition
Recognizing facial expressions is a challenging task both for computers and humans.
Although recent deep learning-based approaches are achieving high accuracy results in …
Although recent deep learning-based approaches are achieving high accuracy results in …
Performance comparison of facial emotion recognition: a transfer learning-based driver assistance framework for in-vehicle applications
This research proposes facial emotion recognition (FER) using a transfer learning-based
approach for a safe drive. To deal with the increasing road accidents, it is important to keep …
approach for a safe drive. To deal with the increasing road accidents, it is important to keep …
Driver drowsiness detection using modified deep learning architecture
This paper proposes a non-invasive approach to detect driver drowsiness. The facial
features are used for detecting the driver's drowsiness. The mouth and eye regions are …
features are used for detecting the driver's drowsiness. The mouth and eye regions are …