Facial expression recognition using convolutional neural network with data augmentation

TU Ahmed, S Hossain, MS Hossain… - 2019 Joint 8th …, 2019 - ieeexplore.ieee.org
Detecting emotion from facial expression has become an urgent need because of its
immense applications in artificial intelligence such as human-computer collaboration, data …

Emotion recognition based on facial expressions using convolutional neural network (CNN)

S Begaj, AO Topal, M Ali - 2020 International conference on …, 2020 - ieeexplore.ieee.org
Over the last few years, there has been an increasing number of studies about facial
emotion recognition because of the importance and the impact that it has in the interaction of …

Facial emotion recognition using deep convolutional neural network

E Pranav, S Kamal, CS Chandran… - 2020 6th International …, 2020 - ieeexplore.ieee.org
The rapid growth of artificial intelligence has contributed a lot to the technology world. As the
traditional algorithms failed to meet the human needs in real time, Machine learning and …

Facial emotion recognition using convolutional neural networks

Z Rzayeva, E Alasgarov - 2019 IEEE 13th international …, 2019 - ieeexplore.ieee.org
Facial emotion recognition is one of the promptly developing branches within the machine
learning domain. In this paper, we are presenting our model based on Convolutional Neural …

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 …

An intelligent facial expression recognition system with emotion intensity classification

S Saxena, S Tripathi, TSB Sudarshan - Cognitive Systems Research, 2022 - Elsevier
Facial expressions play a crucial role in emotion recognition as compared to other
modalities. In this work, an integrated network, which is capable of recognizing emotion …

Facial emotion recognition using transfer learning

S Shaees, H Naeem, M Arslan… - … on Computing and …, 2020 - ieeexplore.ieee.org
Facial Emotion Recognition is considered very significant for Human Computer Interaction
(HCI) and they play a vital role in everyday human life. In recent years Convolutional Neural …

Modified convolutional neural network architecture analysis for facial emotion recognition

A Verma, P Singh, JSR Alex - 2019 international conference on …, 2019 - ieeexplore.ieee.org
Facial expressions are one of the key features of a human being and it can be used to
speculate the emotional state at a particular moment. This paper employs the Convolutional …

Enhancing CNN with preprocessing stage in automatic emotion recognition

DA Pitaloka, A Wulandari, T Basaruddin… - Procedia computer …, 2017 - Elsevier
Emotion recognition from facial expression is the subfield of social signal processing which
is applied in wide variety of areas, specifically for human and computer interaction. Many …

Real-time facial emotion classification using deep learning

E Dandıl, R Özdemir - International Journal of Data Science and …, 2019 - dergipark.org.tr
Facial emotion recognition has an important position in the computer vision and artificial
intelligence field. In addition, real-time face recognition applications have to be able to be …