Feasibility Study of Gabor Wavelet for Detection of Facial Expression: Facial Expression Recognition Based on Image Feature - Softcover

Kumbhar, Mahesh; Jadhav, Ashish; Walunjkar, Mahesh

 
9783659459733: Feasibility Study of Gabor Wavelet for Detection of Facial Expression: Facial Expression Recognition Based on Image Feature
Softcover
ISBN 10: 3659459739 ISBN 13: 9783659459733
Verlag: LAP LAMBERT Academic Publishing, 2013

Inhaltsangabe

This book summarizes the use of Gabor wavelet in the facial expression recognition system. The recognition of facial expressions implies finding solutions to three distinct types of problems. The first one relates to detection of faces in the image. Once the face location is known, the second problem is the detection of the salient features within the facial areas. The final analysis consists by using any classification model and the extracted facial features will identify the correct facial expression. Gabor filter are used to extract the different features. The unique features for four classes (Ex. Happy, Sad, Surprise and Disgust) will be kept as a reference to the new input image. The new image features will apply to feed-forward neural networks (classifier) for recognition of four different facial expressions. In this study the Japanese Female Facial Expression (JAFFE) database used which contains expressers that expressed expressions.

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Über die Autorin bzw. den Autor

Qualification: Master In Engg.(Electronics & Telecommunication)HOD, Department of Electronics &Telecommunication, SVERI's COE (Poly),Pandharpur.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
3659459739
ISBN 13 
9783659459733
Einband
Taschenbuch
Anzahl der Seiten
88
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Edicoes Nosso Conhecimento
customerservice@vdm-vsg.de

SIA
Riga
1039
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