Pose Invariant Face Recognition using PCA - Couverture souple

Patel, Nehal; Chavda, Jaimin

 
9783659788949: Pose Invariant Face Recognition using PCA
Couverture souple
ISBN 10 : 3659788945 ISBN 13 : 9783659788949
Editeur : LAP LAMBERT Academic Publishing, 2015

Synopsis

Both face detection and recognition are very curious areas in the field of image analysis, computer vision and pattern recognition that has received a big deal of attention over the last few years. It has been widely used for the purpose of security and forensic science for identify of an individual e.g. at the place of video surveillance, airports, traffic, terrorist attacks.To analyze the information of face images: faster, robust and efficient face detection and recognition algorithms are required. This system has been facing problems in recognizing subjects of varying poses, illumination conditions, facial expressions, and face occlusions. Due to variation in pose relative to camera certain features like smile, open eyes or mouth, left side or right side of mouth or eyes, occluded mouth or eyes can’t be detected and extracted properly. It will be a critical task to detect a person with varying poses in vertical direction. In this work we present,face detection is performed by skin tone. Through PCA extract features and system is getting trained and tested. For face recognition process, Euclidean distance is measured and based on that minimum distance face is recognized.

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Présentation de l'éditeur

Both face detection and recognition are very curious areas in the field of image analysis, computer vision and pattern recognition that has received a big deal of attention over the last few years. It has been widely used for the purpose of security and forensic science for identify of an individual e.g. at the place of video surveillance, airports, traffic, terrorist attacks.To analyze the information of face images: faster, robust and efficient face detection and recognition algorithms are required. This system has been facing problems in recognizing subjects of varying poses, illumination conditions, facial expressions, and face occlusions. Due to variation in pose relative to camera certain features like smile, open eyes or mouth, left side or right side of mouth or eyes, occluded mouth or eyes can’t be detected and extracted properly. It will be a critical task to detect a person with varying poses in vertical direction. In this work we present,face detection is performed by skin tone. Through PCA extract features and system is getting trained and tested. For face recognition process, Euclidean distance is measured and based on that minimum distance face is recognized.

Biographie de l'auteur

Nehal Patel received her B.E.Degree in Information Technology from G.T.U,India in 2012 and M.Tech Degree in Information Technology from CHARUSAT,Changa,India in 2014. Currently she is working as an Assistant Professor at Department of Information Technology,CHARUSAT,Changa,India.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2015
Langue
anglais
ISBN 10 
3659788945
ISBN 13 
9783659788949
Reliure
Broché
Nombre de pages
92
Coordonnées du fabricant
non disponible
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