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Classification, Parameter Estimation and State Estimation: An Engineering Approach Using MATLAB

Classification, Parameter Estimation and State Estimation: An Engineering Approach Using MATLAB

Hardcover

Technology & EngineeringPhysics

ISBN10: 1119152437
ISBN13: 9781119152439
Publisher: Wiley
Published: May 30 2017
Pages: 480
Weight: 1.50
Height: 1.20 Width: 5.60 Depth: 8.60
Language: English

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 methods--especially among adaboost varieties and particle filtering methods--have 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:

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