Robust Range Image Registration Using Genetic Algorithms and the Surface Interpenetration Measure. Series in Machine Perception and Artificial Intelligence, Volume 60.

Author:   Luciano Silva
Publisher:   World Scientific Publishing Company
ISBN:  

9786611876746


Publication Date:   01 January 2005
Format:   Electronic book text
Availability:   Out of stock   Availability explained
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Robust Range Image Registration Using Genetic Algorithms and the Surface Interpenetration Measure. Series in Machine Perception and Artificial Intelligence, Volume 60.


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Overview

- Provides a comprehensive review of the literature in range image registration and serves as an effective study guide on this important topic
- Presents a novel robust error measure, the surface interpretation, which is easily computed and offers significant immunity to non-Gaussian errors. The shortcomings of the least squares formalism in this setting are carefully explored
- The first substantive work focusing on precision alignment, and the first capable of attaining such alignments in low-overlap scenarios without human intervention or manual prealignment
- Offers extensive experimental results, highlighting both the impact of robust measures, and the relative efficiency of genetic search algorithms versus more traditional approaches. Extensive comparisons with more traditional algorithms and measures are presented

Full Product Details

Author:   Luciano Silva
Publisher:   World Scientific Publishing Company
Imprint:   World Scientific Publishing Company
ISBN:  

9786611876746


ISBN 10:   661187674
Publication Date:   01 January 2005
Audience:   General/trade ,  General
Format:   Electronic book text
Publisher's Status:   Active
Availability:   Out of stock   Availability explained
The supplier is temporarily out of stock of this item. It will be ordered for you on backorder and shipped when it becomes available.

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.,. very useful for the specialists in the fields of image processing, machine perception and three-dimensional model construction.


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