Statistical Image Processing Techniques for Noisy Images: An Application-Oriented Approach - Softcover

Réfrégier, Phillipe; Goudail, François

 
9781461346920: Statistical Image Processing Techniques for Noisy Images: An Application-Oriented Approach

Synopsis

Statistical Processing Techniques for Noisy Images presents a statistical framework to design algorithms for target detection, tracking, segmentation and classification (identification). Its main goal is to provide the reader with efficient tools for developing algorithms that solve his/her own image processing applications. In particular, such topics as hypothesis test-based detection, fast active contour segmentation and algorithm design for non-conventional imaging systems are comprehensively treated, from theoretical foundations to practical implementations. With a large number of illustrations and practical examples, this book serves as an excellent textbook or reference book for senior or graduate level courses on statistical signal/image processing, as well as a reference for researchers in related fields.

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Product Description

Statistical Image Processing Techniques for Noisy Images Statistical Processing Techniques for Noisy Images presents a statistical framework to design algorithms for target detection, tracking, segmentation and classification (identification). Its main goal is to provide the reader with efficient tools for developing algorithms that solve his/her own image processing applications. In particular, such topics as hypothesis test-based detection, fast active contour segmentation and algorithm design for non-conventional imaging systems are comprehensively treated, from theoretical foundations to practical implementations. With a large number of illustrations and practical examples, this book serves as an excellent tex...

About the Author

Philippe Refregier is Professor in the School of Physics in Marseille (ENSPM) and heads the Physics and Image Processing group of the Fresnel Institute, UMR CNRS 6133.

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Other Popular Editions of the Same Title

9780306478659: Statistical Image Processing Techniques for Noisy Images: An Application-Oriented Approach

Featured Edition

ISBN 10:  030647865X ISBN 13:  9780306478659
Publisher: Kluwer Academic / Plenum Publishers, 2003
Hardcover