3-D Reconstruction with Feature Level Fusion: Using Range and Intensity Images of an Object - Couverture souple

Pati, Umesh Chandra

 
9783838327181: 3-D Reconstruction with Feature Level Fusion: Using Range and Intensity Images of an Object
Couverture souple
ISBN 10 : 3838327187 ISBN 13 : 9783838327181
Editeur : LAP Lambert Academic Publishing, 2010

Synopsis

In recent years, the demand for constructing 3-D models of various objects has been steadily growing due to its wide range applications. Images from a single source provide less information in the output model. Therefore, there is a pressing need to go for multimodal image fusion producing a complete 3-D model of the object. Range and intensity images are complementary in nature. Fusion of these two images provides one composite image with more accurate and reliable information, which is not possible with either source in isolation. This book is a step towards feature level fusion of range and intensity image data of an object. The work is divided mainly into three parts. Initially, a 3-D model of the object is reconstructed from the acquired range images. Then, structural features are extracted from the 3-D model and intensity image of the object. Finally, two novel techniques have been introduced for the fusion of extracted features from both the modalities. The book will, therefore, be of importance to academics, researchers and practitioners in a wide range of disciplines that require 3-D reconstruction as well as image fusion.

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

Présentation de l'éditeur

In recent years, the demand for constructing 3-D models of various objects has been steadily growing due to its wide range applications. Images from a single source provide less information in the output model. Therefore, there is a pressing need to go for multimodal image fusion producing a complete 3-D model of the object. Range and intensity images are complementary in nature. Fusion of these two images provides one composite image with more accurate and reliable information, which is not possible with either source in isolation. This book is a step towards feature level fusion of range and intensity image data of an object. The work is divided mainly into three parts. Initially, a 3-D model of the object is reconstructed from the acquired range images. Then, structural features are extracted from the 3-D model and intensity image of the object. Finally, two novel techniques have been introduced for the fusion of extracted features from both the modalities. The book will, therefore, be of importance to academics, researchers and practitioners in a wide range of disciplines that require 3-D reconstruction as well as image fusion.

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
2010
Langue
anglais
ISBN 10 
3838327187
ISBN 13 
9783838327181
Reliure
Broché
Nombre de pages
124
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
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