2D and 3D Image Analysis by Moments (PDF)
2D and 3D Image Analysis by Moments, is a unique compendium of moment-based image analysis which includes traditional methods and also reflects the latest...
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2D and 3D Image Analysis by Moments
Jan Flusser, Tomas Suk, Barbara Zitova
92.99 €
Moments and Moment Invariants in Pattern Recognition
Jan Flusser, Barbara Zitova, Tomas Suk
98.99 €
2D and 3D Image Analysis by Moments, is a unique compendium of moment-based image analysis which includes traditional methods and also reflects the latest development of the field.
The book presents a survey of 2D and 3D moment invariants with respect to similarity and affine spatial transformations and to image blurring and smoothing by various filters. The book comprehensively describes the mathematical background and theorems about the invariants but a large part is also devoted to practical usage of moments. Applications from various fields of computer vision, remote sensing, medical imaging, image retrieval, watermarking, and forensic analysis are demonstrated. Attention is also paid to efficient algorithms of moment computation.
Key features:
* Presents a systematic overview of moment-based features used in 2D and 3D image analysis.
* Demonstrates invariant properties of moments with respect to various spatial and intensity transformations.
* Reviews and compares several orthogonal polynomials and respective moments.
* Describes efficient numerical algorithms for moment computation.
* It is a "classroom ready" textbook with a self-contained introduction to classifier design.
* The accompanying website contains around 300 lecture slides, Matlab codes, complete lists of the invariants, test images, and other supplementary material.
2D and 3D Image Analysis by Moments, is ideal for mathematicians, computer scientists, engineers, software developers, and Ph.D students involved in image analysis and recognition. Due to the addition of two introductory chapters on classifier design, the book may also serve as a self-contained textbook for graduate university courses on object recognition.
Tomás Suk received a Ph.D degree in computer science from the Czechoslovak Academy of Sciences in 1992. He is a senior research fellow with the Institute of Information Theory and Automation, Czech Academy of Sciences, Prague. His research interests include invariant features, moment and point-based invariants, color spaces, geometric transformations, and applications in botany, remote sensing, astronomy, medicine, and computer vision. He has authored and coauthored more than 30 journal papers and 50 conference papers in these areas, including tutorials on moment invariants held at the conferences ICIP'07 and SPPRA'09. He coauthored the monograph Moments and Moment Invariants in Pattern Recognition (Wiley, 2009). His publications have received about 1000 citations. In 2002 he received the Otto Wichterle Premium of the Czech Academy of Sciences for young scientists.
Barbara Zitová received her Ph.D degree in software systems from the Charles University, Prague, Czech Republic, in 2000. She is a head of
- Autoren: Jan Flusser , Tomas Suk , Barbara Zitova
- 2016, 1. Auflage, 560 Seiten, Englisch
- Verlag: John Wiley & Sons
- ISBN-10: 1119039371
- ISBN-13: 9781119039372
- Erscheinungsdatum: 16.11.2016
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- Dateiformat: PDF
- Größe: 24 MB
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