RGB-D Image Analysis and Processing (Advances in Computer Vision and Pattern Recognition) - Tapa dura

Libro 73 de 86: Advances in Computer Vision and Pattern Recognition
 
9783030286026: RGB-D Image Analysis and Processing (Advances in Computer Vision and Pattern Recognition)
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ISBN 10: 3030286029 ISBN 13: 9783030286026
Editorial: Springer, 2019

Sinopsis

This book focuses on the fundamentals and recent advances in RGB-D imaging as well as covering a range of RGB-D applications. The topics covered include: data acquisition, data quality assessment, filling holes, 3D reconstruction, SLAM, multiple depth camera systems, segmentation, object detection, salience detection, pose estimation, geometric modelling, fall detection, autonomous driving, motor rehabilitation therapy, people counting and cognitive service robots.

The availability of cheap RGB-D sensors has led to an explosion over the last five years in the capture and application of colour plus depth data. The addition of depth data to regular RGB images vastly increases the range of applications, and has resulted in a demand for robust and real-time processing of RGB-D data. There remain many technical challenges, and RGB-D image processing is an ongoing research area. This book covers the full state of the art, and consists of a series of chapters by internationally renowned experts in the field. Each chapter is written so as to provide a detailed overview of that topic. RGB-D Image Analysis and Processing will enable both students and professional developers alike to quickly get up to speed with contemporary techniques, and apply RGB-D imaging in their own projects.


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De la contraportada

This book focuses on the fundamentals and recent advances in RGB-D imaging as well as covering a range of RGB-D applications. The topics covered include: data acquisition, data quality assessment, filling holes, 3D reconstruction, SLAM, multiple depth camera systems, segmentation, object detection, salience detection, pose estimation, geometric modelling, fall detection, autonomous driving, motor rehabilitation therapy, people counting and cognitive service robots.

The availability of cheap RGB-D sensors has led to an explosion over the last five years in the capture and application of colour plus depth data. The addition of depth data to regular RGB images vastly increases the range of applications, and has resulted in a demand for robust and real-time processing of RGB-D data. There remain many technical challenges, and RGB-D image processing is an ongoing research area. This book covers the full state of the art, and consists of a series of chapters by internationally renowned experts in the field. Each chapter is written so as to provide a detailed overview of that topic. RGB-D Image Analysis and Processing will enable both students and professional developers alike to quickly get up to speed with contemporary techniques, and apply RGB-D imaging in their own projects.

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Editorial
Springer
Año de publicación
2019
Idioma
Inglés
ISBN 10 
3030286029
ISBN 13 
9783030286026
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
538
Editor
Shao Ling, Rosin Paul L., Lai Yu-Kun
Contacto del fabricante
no disponible
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Otras ediciones populares con el mismo título

9783030286057: RGB-D Image Analysis and Processing (Advances in Computer Vision and Pattern Recognition)

Edición Destacada

ISBN 10:  3030286053 ISBN 13:  9783030286057
Editorial: Springer, 2020
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