Statistical Optimization for Geometric Computation (Paperback)

Language: English

Published by Dover Publications Inc., New York, 2005

0486443086 / 9780486443089

Series: Book 5 of 303 - Dover Books on Mathematics

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Paperback. This text for graduate students discusses the mathematical foundations of statistical inference for building three-dimensional models from image and sensor data that contain noise--a task involving autonomous robots guided by video cameras and sensors.The text employs a theoretical accuracy for the optimization procedure, which maximizes the reliability of estimations based on noise data. The numerous mathematical prerequisites for developing the theories are explained systematically in separate chapters. These methods range from linear algebra, optimization, and geometry to a detailed statistical theory of geometric patterns, fitting estimates, and model selection. In addition, examples drawn from both synthetic and real data demonstrate the insufficiencies of conventional procedures and the improvements in accuracy that result from the use of optimal methods. This text discusses the mathematical foundations of statistical inference for building 3-dimensional models from image and sensor data that contain noise — a task involving autonomous robots guided by video cameras and sensors. The text employs a theoretical accuracy for the optimization procedure, which maximizes the reliability of estimations based on noise data. 1996 edition. This item is printed on demand. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.

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Title
Statistical Optimization for Geometric Computation (Paperback)
Author
Kenichi Kanatani
Publisher
Dover Publications Inc., New York
Publication year
2005
Condition
new
Binding
Paperback
Language
English
ISBN 10
0486443086
ISBN 13
9780486443089
Series
Book 5 of 303: Dover Books on Mathematics

AussieBookSeller

Truganina, VIC, Australia

5-star seller

AbeBooks seller since June 22, 2007

Shipping rates from Australia to U.S.A.

Item25 to 45 business days8 to 14 business days
First item£ 27.44£ 32.63
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