Emotion recognition using soft computing techniques

This Project is a study of emotion recognition of human that can be used in the healthcare sector. In this project, I developed an understanding on Viola Jones algorithm, Principal component Analysis (PCA), Neural Network and Back-Propagation algorithm. For face detection Viola Jones was used and it...

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Main Author:	Koh, Yoke Teng
Other Authors:	Chan Chok You, John
Format:	Final Year Project
Language:	English
Published:	2017
Subjects:	DRNTU::Engineering::Electrical and electronic engineering
Online Access:	http://hdl.handle.net/10356/71617
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Institution:	Nanyang Technological University
Language:	English

id	sg-ntu-dr.10356-71617
record_format	dspace
spelling	sg-ntu-dr.10356-716172023-07-07T16:48:38Z Emotion recognition using soft computing techniques Koh, Yoke Teng Chan Chok You, John Shen Zhongxiang School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering This Project is a study of emotion recognition of human that can be used in the healthcare sector. In this project, I developed an understanding on Viola Jones algorithm, Principal component Analysis (PCA), Neural Network and Back-Propagation algorithm. For face detection Viola Jones was used and it includes the used of AdaBoost to extract the useful features and dispose the redundant features. PCA is mainly used to compress the image and reduce large data space. Database is also need to store the image taken and make comparison another image to detect what emotion is identified. Bachelor of Engineering 2017-05-17T10:28:52Z 2017-05-17T10:28:52Z 2017 Final Year Project (FYP) http://hdl.handle.net/10356/71617 en Nanyang Technological University 45 p. application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
language	English
topic	DRNTU::Engineering::Electrical and electronic engineering
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering Koh, Yoke Teng Emotion recognition using soft computing techniques
description	This Project is a study of emotion recognition of human that can be used in the healthcare sector. In this project, I developed an understanding on Viola Jones algorithm, Principal component Analysis (PCA), Neural Network and Back-Propagation algorithm. For face detection Viola Jones was used and it includes the used of AdaBoost to extract the useful features and dispose the redundant features. PCA is mainly used to compress the image and reduce large data space. Database is also need to store the image taken and make comparison another image to detect what emotion is identified.
author2	Chan Chok You, John
author_facet	Chan Chok You, John Koh, Yoke Teng
format	Final Year Project
author	Koh, Yoke Teng
author_sort	Koh, Yoke Teng
title	Emotion recognition using soft computing techniques
title_short	Emotion recognition using soft computing techniques
title_full	Emotion recognition using soft computing techniques
title_fullStr	Emotion recognition using soft computing techniques
title_full_unstemmed	Emotion recognition using soft computing techniques
title_sort	emotion recognition using soft computing techniques
publishDate	2017
url	http://hdl.handle.net/10356/71617
_version_	1772826251361255424

Emotion recognition using soft computing techniques

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