Digital image processing

Bernd Jähne

This long-established and well-received monograph offers an integral view of image processing - from image acquisition to the extraction of the data of interest - written by a physical scientists for other scientists. Supplements 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. Completely revised and extended, the most notable extensions being a detailed discussion on random variables and fields, 3-D imaging techniques and a unified approach to regularized parameter estimation.

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  • Foundation.- Applications and Tools.- Image Representation.- Random Variables and Fields.- Neighborhood Operations.- Multiscale Representation.- Image Formation and Preprocessing.- Quantitative Visualization.- Image Formation.- 3-D Imaging.- Digitization, Sampling, Quantization.- Pixel Processing.- Feature Extraction.- Averaging.- Edges.- Simple Neighborhoods.- Motion.- Texture.- Image Analysis.- Segmentation.- Regularization and Modeling.- Morphology.- Shape Presentation and Analysis.- Classification.

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書名 Digital image processing
著作者等 Jähne, Bernd
Jahne Bernd
出版元 Springer
刊行年月 c2005
版表示 6th rev. and extended ed
ページ数 xiii, 607 p.
大きさ 24 cm.
付随資料 1 CD-ROM (4 3/4 in.)
ISBN 3540240357
NCID BA73100906
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言語 英語
出版国 ドイツ