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Download PDF, EPUB, MOBI Classification of Human Facial Expressions
Download PDF, EPUB, MOBI Classification of Human Facial Expressions
---------------------------------------------------------------
Author: Prabir Bhattacharya
Page Count: 180 pages
Published Date: 25 Oct 2013
Publisher: VDM Verlag
Publication Country: Germany
Language: English
ISBN: 9783639068634
File Name: Classification.of.Human.Facial.Expressions.pdf
Download Link: Classification of Human Facial Expressions
---------------------------------------------------------------
This book describes a computer vision system for detection and classification of 7 basic facial expressions. Facial expressions are communicated by subtle changes in one or more discrete features such as tightening the lips, raising the eyebrows, opening and closing of eyes or certain combination of them, which can be identified through monitoring the changes in muscles movements located around the above regions. In our research, an analytic face representation consists of 15 feature points has been used that identifies the principle muscle actions and provides visual observation of the discrete features responsible for each of the 7 basic emotions. Feature points from the region of mouth have been detected by segmenting the lip contour applying a variational formulation of the level set method. A multi-detector approach of facial feature point detection has been utilized for identifying the points of interest from the region of eye, eyebrow and nose. Feature vectors composed of 15 features are then obtained from these feature points and used to train a SVM classifier so that the system can classify facial expressions from an unknown face image with a certain level of accuracy.
Read online Classification of Human Facial Expressions Buy and read online Classification of Human Facial Expressions Download and read Classification of Human Facial Expressions for pc, mac, kindle, readers Download to iPad/iPhone/iOS, B&N nook Classification of Human Facial Expressions
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Classification of Human Facial Expressions by Prabir Bhattacharya
Author: Prabir Bhattacharya
Page Count: 180 pages
Published Date: 25 Oct 2013
Publisher: VDM Verlag
Publication Country: Germany
Language: English
ISBN: 9783639068634
File Name: Classification.of.Human.Facial.Expressions.pdf
Download Link: Classification of Human Facial Expressions
---------------------------------------------------------------
This book describes a computer vision system for detection and classification of 7 basic facial expressions. Facial expressions are communicated by subtle changes in one or more discrete features such as tightening the lips, raising the eyebrows, opening and closing of eyes or certain combination of them, which can be identified through monitoring the changes in muscles movements located around the above regions. In our research, an analytic face representation consists of 15 feature points has been used that identifies the principle muscle actions and provides visual observation of the discrete features responsible for each of the 7 basic emotions. Feature points from the region of mouth have been detected by segmenting the lip contour applying a variational formulation of the level set method. A multi-detector approach of facial feature point detection has been utilized for identifying the points of interest from the region of eye, eyebrow and nose. Feature vectors composed of 15 features are then obtained from these feature points and used to train a SVM classifier so that the system can classify facial expressions from an unknown face image with a certain level of accuracy.
Read online Classification of Human Facial Expressions Buy and read online Classification of Human Facial Expressions Download and read Classification of Human Facial Expressions for pc, mac, kindle, readers Download to iPad/iPhone/iOS, B&N nook Classification of Human Facial Expressions
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The Other Side of Knowing : Searching for Truth and Peace During World War II and Its Aftermath downloadPDF, EPUB, MOBI
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Unsettling Opera : Staging Mozart, Verdi, Wagner and Zemlinsky epub
Home Health Aide On-The-Go In-Service Lessons: Vol. 10, Issue 10: Improvement in Pain book