Suk / Bhandarkar Three-Dimensional Object Recognition from Range Images

Erscheinungsjahr 2012
ISBN: 978-4-431-68213-4
Verlag: Springer Tokyo
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 308 Seiten, eBook

Reihe: Computer Science Workbench

Computer Science Workbench is a monograph series which will provide you with an in-depth working knowledge of current developments in computer technology. Every volume in this series will deal with a topic of importance in computer science and elaborate on how you yourself can build systems related to the main theme. You will be able to develop a variety of systems, including computer software tools, computer graphics, computer animation, database management systems, and computer-aided design and manufacturing systems. Computer Science Workbench represents an important new contribution in the field of practical computer technology. T08iyasu L. Kunii PREFACE The primary aim of this book is to present a coherent and self-contained de scription of recent advances in three-dimensional object recognition from range images. Three-dimensional object recognition concerns recognition and localiza tion of objects of interest in a scene from input images. This problem is one of both theoretical and practical importance. On the theoretical side, it is an ideal vehicle for the study of the general area of computer vision since it deals with several important issues encountered in computer vision-for example, issues such as feature extraction, acquisition, representation and proper use of knowl edge, employment of efficient control strategies, coupling numerical and symbolic computations, and parallel implementation of algorithms. On the practical side, it has a wide range of applications in areas such as robot vision, autonomous navigation, automated inspection of industrial parts, and automated assembly.

Zielgruppe

Research

Autoren/Hrsg.

Suk, Minsoo

Bhandarkar, Suchendra M.

Inhaltsverzeichnis

1 Introduction.- 1.1 Computer Vision.- 1.2 Three-Dimensional Object Recognition.- 1.3 Common Goals of Three-Dimensional Object Recognition Systems.- 1.4 Qualitative Features.- 1.5 The Scope and Outline of the Book.- I Fundamentals of Range Image Processing and Three-Dimensional Object Recognition.- 2 Range Image Sensors and Sensing Techniques.- 3 Range Image Segmentation.- 4 Representation.- 5 Recognition and Localization Techniques.- II Three-Dimensional Object Recognition Using Qualitative Features.- 6 Polyhedral Object Recognition.- 7 Recognition of Curved Objects.- III Sensitivity Analysis and Parallel Implementation.- 8 Sensitivity Analysis.- 9 Parallel Implementations of Recognition Techniques.