Digital image processing : concepts, algorithms, and scientific applications with 221 figures and CR-ROM
著者
書誌事項
Digital image processing : concepts, algorithms, and scientific applications with 221 figures and CR-ROM
Springer-Verlag, c1997
4th ed
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注記
Bibliography: p. [537]-545
Includes index
内容説明・目次
内容説明
The fourth edition of this book has been revised and expanded to reflect the development of the field. The presentation and the selection of materials is guided by the needs of a researcher who wants to apply image processing techniques in his or her field. In this sense the book offers an integral view of image processing from image acquisition to the extraction of the data interest. The discussion of the general concepts is supplemented with examples from applications on PC-based image processing systems and ready-to-use implementations of important algorithms. The CD-ROM contains examples and images as well as exercises for self-study along with a hands-on version of the image processing software Heurisko.
目次
- Image representation
- statistics and models
- multiscale representation
- quantitative visualization
- image formation
- pixel processing
- restoration and reconstruction
- averages and edges
- simple neighbourhoods
- texture
- motion
- regions and discontinuities
- classification.
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