Classification, Parameter Estimation and State Estimation (Hardcover)

Language: English

Published by John Wiley & Sons Inc, New York, 2017

1119152437 / 9781119152439

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Hardcover. A practical introduction to intelligent computer vision theory, design, implementation, and technology The past decade has witnessed epic growth in image processing and intelligent computer vision technology. Advancements in machine learning methodsespecially among adaboost varieties and particle filtering methodshave made machine learning in intelligent computer vision more accurate and reliable than ever before. The need for expert coverage of the state of the art in this burgeoning field has never been greater, and this book satisfies that need. Fully updated and extensively revised, this 2nd Edition of the popular guide provides designers, data analysts, researchers and advanced post-graduates with a fundamental yet wholly practical introduction to intelligent computer vision. The authors walk you through the basics of computer vision, past and present, and they explore the more subtle intricacies of intelligent computer vision, with an emphasis on intelligent measurement systems. Using many timely, real-world examples, they explain and vividly demonstrate the latest developments in image and video processing techniques and technologies for machine learning in computer vision systems, including: PRTools5 software for MATLABespecially the latest representation and generalization software toolbox for PRTools5Machine learning applications for computer vision, with detailed discussions of contemporary state estimation techniques vs older content of particle filter methodsThe latest techniques for classification and supervised learning, with an emphasis on Neural Network, Genetic State Estimation and other particle filter and AI state estimation methodsAll new coverage of the Adaboost and its implementation in PRTools5. A valuable working resource for professionals and an excellent introduction for advanced-level students, this 2nd Edition features a wealth of illustrative examples, ranging from basic techniques to advanced intelligent computer vision system implementations. Additional examples and tutorials, as well as a question and solution forum, can be found on a companion website. A practical introduction to intelligent computer vision theory, design, implementation, and technology The past decade has witnessed epic growth in image processing and intelligent computer vision technology. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.

Seller Inventory # 9781119152439

Title
Classification, Parameter Estimation and State Estimation (Hardcover)
Author
Bangjun Lei
Publisher
John Wiley & Sons Inc, New York
Publication year
2017
Condition
new
Binding
Hardcover
Language
English
ISBN 10
1119152437
ISBN 13
9781119152439
Edition
2nd Edition

CitiRetail

Stevenage, United Kingdom

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AbeBooks seller since June 29, 2022

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