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

Refregier, Phillipe

ISBN 10: 1461346924 / ISBN 13: 9781461346920

Verlag: Springer 2013-11, 2013

Beschreibung

Bestandsnummer des Verkäufers 6666-IUK-9781461346920

Bibliografische Details

• Titel: Statistical Image Processing Techniques for Noisy Images : An Application-Oriented Approach
• Verlag: Springer 2013-11
• Veröffentlichungsdatum: 2013
• Sprache: Englisch
• ISBN-10: 1461346924
• ISBN-13: 9781461346920
• Bindung: PF
• Zustand: New

Über diesen Titel

Inhaltsangabe

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.