Optimal facial feature based emotional recognition using deep learning algorithm

T Kumar Arora, P Kumar Chaubey… - Computational …, 2022 - Wiley Online Library
Humans have traditionally found it simple to identify emotions from facial expressions, but it
is far more difficult for a computer system to do the same. The social signal processing …

An efficient deep learning technique for facial emotion recognition

A Khattak, MZ Asghar, M Ali, U Batool - Multimedia Tools and Applications, 2022 - Springer
Emotion recognition from facial images is considered as a challenging task due to the
varying nature of facial expressions. The prior studies on emotion classification from facial …

[PDF][PDF] A deep convolution neural network for facial expression recognition

P Naveen, P Sivakumar - Journal of current Science and Technology, 2021 - jcst.rsu.ac.th
Facial expressions play an important role in non-verbal communication processes to identify
people and recognize emotions. This article proposes a deep convolution neural network …

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 …

[PDF][PDF] A literature review on emotion recognition using various methods

R Khan, O Sharif - Global journal of computer science and technology, 2017 - core.ac.uk
Emotion Recognition is an important area of work to improve the interaction between human
and machine. Complexity of emotion makes the acquisition task more difficult. Quondam …

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 …

[PDF][PDF] Facial expression recognition using adapted residual based deep neural network

I Bah, Y Xue - Intelligence & Robotics, 2022 - academia.edu
Emotion on our face can determine our feelings, mental state and can directly impact our
decisions. Humans are subjected to undergo an emotional change in relation to their living …

Deep learning for facial emotion recognition using custom CNN architecture

MRA Borgalli, S Surve - Journal of Physics: Conference Series, 2022 - iopscience.iop.org
Human facial expressions are an indication of true emotions. To recognize facial
expressions accurately is useful in the field of Artificial Intelligence, Computing, Medical, e …

[PDF][PDF] A new hybrid approach for efficient emotion recognition using deep learning

M Rahul, N Tiwari, R Shukla, D Tyagi… - Int. J. Electr. Electron …, 2022 - academia.edu
░ ABSTRACT-Facial emotion recognition has been very popular area for researchers in last
few decades and it is found to be very challenging and complex task due to large intra-class …

Facial emotion recognition using deep learning: review and insights

W Mellouk, W Handouzi - Procedia Computer Science, 2020 - Elsevier
Automatic emotion recognition based on facial expression is an interesting research field,
which has presented and applied in several areas such as safety, health and in human …