Face feeling recognition algorithm using an artificial intelligent method
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Date
2022-06-10
Journal Title
Journal ISSN
Volume Title
Publisher
UNIVERSITY of M'SILA
Abstract
Automatic recognition of human emotions has received increasing interest
from researchers in the field of computer vision, which has led to the proposal of several
methods. Many of them relied on handcrafted features and traditional fusion and classification
techniques. The use of deep Learning techniques to automatically extract powerful features
from multimedia information as well as their use for merging and classification are new trends
that researchers are currently pursuing. In This work, we define a new accurate facial expression
detection algorithm based on a deep Learning method, specifically on an intentional
convolutional neural network capable of focusing on important parts of the face in an image or
video database using more number of needed layers. As a result, our proposed algorithm
significantly improves the accuracy rate compared to previously proposed models in database
groups FER2013, JAFFE and CK+.
Description
Keywords
Deep Learning, CNN, Computer Vision, Image recognition.