Bookcover of Facial Expression Recognition System
Booktitle:

Facial Expression Recognition System

Extracting Expressions from Facial Images

LAP LAMBERT Academic Publishing (2012-05-08 )

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ISBN-13:

978-3-8484-9381-4

ISBN-10:
3848493810
EAN:
9783848493814
Book language:
English
Blurb/Shorttext:
A human face is a complex object with varying features.The work presents a face recognition system that uses eyes, nose & mouth approximations for training a neural network to recognize faces in different expressions such as natural, smiley, sad and surprised. The developed system is implemented using our face database and browsing images from the computer. We have developed an automatic facial expression recognition system using neural network classifiers. First, we use the rough contour estimation routine, mathematical morphology, and point contour detection method to extract the precise contours of the eyebrows, eyes, and mouth of a face image. Then we define 30 facial points .We choose 6 main action units, being composed of facial characteristic point’s movements, as the input vectors for expression classifiers including radial basis function network. Preprocessing of image is done in Matlab6.0 using various filters, segmentation ,location or tracking Then classification is done using neural networks classifier. Selected facial feature points were automatically trackes and extracted feature vectors were used to classify expression using Fuzzy logic control system.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Madhulika Bhatia
Number of pages:
172
Published on:
2012-05-08
Stock:
Available
Category:
Technology
Price:
68.00 €
Keywords:
Edge Detection, Facial, Facial expression.Madhulika

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