Statistical Image Processing Techniques for Noisy Images: An Application-Oriented Approach
- ISBN-10
- 1441988556
- ISBN-13
- 9781441988553
- Category
- Computers
- Pages
- 261
- Language
- English
- Published
- 2013-11-22
- Publisher
- Springer Science & Business Media
- Authors
- Phillipe Réfrégier, François Goudail
Description
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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