Face Detection Based on Skin Color Segmentation: Computer Vision and Image Processing - Couverture souple

Riyadh Al-Hameed, Mazin

 
9783659616211: Face Detection Based on Skin Color Segmentation: Computer Vision and Image Processing
Couverture souple
ISBN 10 : 3659616214 ISBN 13 : 9783659616211
Editeur : LAP LAMBERT Academic Publishing, 2022

Synopsis

Abstract: This paper explores the identification of human face and eye instill frontal color pictures. First; the appropriate pre-processing stage is done. It requires image refresh, RGB to grayscale conversion, image binarization, noise reduction, and removal of small artifacts. The proposed algorithm is then extended to the position of the face by detecting the edges of the face using the detection of pixel color variations in the binary image. Finally, a normalized cross-relation is applied to determine the precise location of the eyes within the localized region of the face. the proposed algorithm is robust enough to achieve approximately 94% accuracy and can locate a face in single face images.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2022
Langue
anglais
ISBN 10 
3659616214
ISBN 13 
9783659616211
Reliure
Broché
Nombre de pages
52
Coordonnées du fabricant
non disponible
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