Articles liés à MOMENT BASED OBJECT RECOGNITION AND RECONSTRUCTION:...

MOMENT BASED OBJECT RECOGNITION AND RECONSTRUCTION: Theory and Applications - Couverture souple

DUTTA, SAIBAL; KUMAR NANDA, PRADIPTA

 
9783838325163: MOMENT BASED OBJECT RECOGNITION AND RECONSTRUCTION: Theory and Applications
Couverture souple
ISBN 10 : 3838325168 ISBN 13 : 9783838325163
Editeur : LAP LAMBERT Academic Publishing, 2010

Synopsis

In this book, the problem of object recognition and reconstruction is addressed using image moments. We discussed a Artificial Neural Network (ANN) based scheme for Object recognition. The invariance properties of geometric moments as well as lower order moments corresponding to partially occluded objects are used to train a feedforward ANN. The trained neural network is used to predict the actual moments from the moments of the object with different occlusions. The object is recognized based on the comparison of the actual moments and the predicted moments. The problem of object reconstruction using Zernike and Pseudo- zernike moments is also discussed.

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
2010
Langue
anglais
ISBN 10 
3838325168
ISBN 13 
9783838325163
Reliure
Broché
Nombre de pages
88
Coordonnées du fabricant
non disponible
Personne responsable
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