Statistical Optimization for Geometric Computation: Theory and Practice (Dover Books on Mathematics) - Softcover

Buch 5 von 303: Dover Books on Mathematics

Kanatani, Kenichi

 
9780486443089: Statistical Optimization for Geometric Computation: Theory and Practice (Dover Books on Mathematics)
Softcover
ISBN 10: 0486443086 ISBN 13: 9780486443089
Verlag: DOVER PUBN INC, 2005

Inhaltsangabe

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.

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Verlag
DOVER PUBN INC
Erscheinungsdatum
2005
Sprache
Englisch
ISBN 10 
0486443086
ISBN 13 
9780486443089
Einband
Taschenbuch
Anzahl der Seiten
509
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Soc. Agr. La Raia Ss
http://www.la-raia.it

Strada Monterotondo, 79
Novi Ligure
15067
Italien

Weitere beliebte Ausgaben desselben Titels

9780444824271: Statistical Optimization for Geometric Computation: Theory and Practice (Machine Intelligence and Pattern Recognition, 18, Band 18)

Vorgestellte Ausgabe

ISBN 10:  0444824278 ISBN 13:  9780444824271
Verlag: North-Holland, 1996
Hardcover