Human Emotion Recognition from face Images: Recognition and retrieval of emotions from facial expression - Couverture souple

JASMINE, K.PRASANTHI; Prakash, K. Naga

 
9786202919708: Human Emotion Recognition from face Images: Recognition and retrieval of emotions from facial expression
Couverture souple
ISBN 10 : 6202919701 ISBN 13 : 9786202919708
Editeur : LAP LAMBERT Academic Publishing, 2020

Synopsis

The human emotion recognition from face images based on textural analysis and linear classifier. Automatic facial expression recognition (FER) plays an important role in HCI systems for measuring people’s emotions has dominated psychology by linking expressions to a group of basic emotions (i.e., anger, disgust, fear, happiness, sadness, and surprise). The recognition system involves face detection, features extraction and selection and finally classification. The face detection module will be used to obtain face images, which have normalized intensity, are uniform in size and shape and depict only the face region. The optimum features are selected using minimum redundancy maximum relevance algorithm based on mutual information (MI). The mutual information quotient (MIQ) method for feature selection is adopted to select the optimum features.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2020
Langue
anglais
ISBN 10 
6202919701
ISBN 13 
9786202919708
Reliure
Broché
Nombre de pages
84
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Allemagne