Articles liés à Image Category Recognition using Invariant and Discriminativ...

Image Category Recognition using Invariant and Discriminative Features - Couverture souple

Kannaiyan, Suresh; Kannan, Rajkumar

 
9786208065966: Image Category Recognition using Invariant and Discriminative Features
Couverture souple
ISBN 10 : 6208065968 ISBN 13 : 9786208065966
Editeur : LAP LAMBERT Academic Publishing, 2024

Synopsis

Image category recognition is a hot topic of research in Computer Vision due to its increasing number of applications including video surveillance and medical image classification. Finding an image category is a very challenging task due to variations in illumination, scale, view point, rotation, blur, occlusion and translation. The objective of this book is to build local image features that are invariant to various geometric (e.g., changes in scale, rotation, translation), photometric transformations (e.g., illumination and blur) and improve accuracy of image category recognition, by proposing the novel image region descriptors.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2024
Langue
anglais
ISBN 10 
6208065968
ISBN 13 
9786208065966
Reliure
Broché
Nombre de pages
124
Coordonnées du fabricant
non disponible
Personne responsable
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