Enhancement Multi-class Facial Emotion Detection with Emo-VGGNet

Author(s):  
Quang Nhat Tran ◽  
Phayung Meesad
Author(s):  
Moutan Mukhopadhyay ◽  
Saurabh Pal ◽  
Anand Nayyar ◽  
Pijush Kanti Dutta Pramanik ◽  
Niloy Dasgupta ◽  
...  

Facial emotion analysis is the basic idea to train the system to understand the different facial expressions of human beings. The Facial expressions are recorded by the use of camera which is attached to user device. Additionally this project will be helpful for the online marketing of the products as it can detect the facial expressions and sentiment of the person. It is the study of people sentiment, opinions and emotions. Sentiment analysis is the method by which information is taken from the facial expressions of people in regard to different situations. The main aim is to read the facial expressions of the human beings using a good resolution camera so that the machine can identify the human sentiments. Convolutional neural network is used as an existing system which is unsupervised neural network to replace that with a supervised mechanism which is called supervised neural network. It can be used in gaming sector, unlock smart phones, automated facial language translation etc.


Author(s):  
Ch. Sanjeev Kumar Dash ◽  
Ajit Kumar Behera ◽  
Sarat Chandra Nayak ◽  
Satchidananda Dehuri

Sign in / Sign up

Export Citation Format

Share Document