This book addresses the range image registration problem for automatic 3D model construction. The focus is on obtaining highly precise alignments between different view pairs of the same object to avoid 3D model distortions; in contrast to most prior work, the view pairs may exhibit relatively littl
Surfaces in Range Image Understanding
โ Scribed by Paul J. Besl (auth.)
- Publisher
- Springer-Verlag New York
- Year
- 1988
- Tongue
- English
- Leaves
- 350
- Series
- Springer Series in Perception Engineering
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Synopsis
Machine perception requires the digitization of physically-sensed signals. During the last ten years, digital range images have become available from a variety of sensors. This book is devoted to the problem of range image understanding with computers. Its aims are to develop a theoretical framework, devise appropriate algorithms, and demonstrate a software implementation of those algorithms that will confirm the usefulness of surfaces in range image understanding. It will be of interest to the researcher studying the theoretical concepts of image understanding, as well as the engineer who wants to implement these concepts in practical applications.
โฆ Table of Contents
Front Matter....Pages i-xv
Introduction....Pages 1-33
Object Recognition and Segmentation....Pages 34-62
Surface Curvature Characteristics....Pages 63-115
From Surface Labels to Surface Primitives....Pages 116-175
Description Combination and Region Merging....Pages 176-189
Region Edges....Pages 190-209
Experimental Results....Pages 210-287
Conclusions and Future Directions....Pages 289-297
Back Matter....Pages 298-340
โฆ Subjects
Computer Graphics; Image Processing and Computer Vision
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