Digital image processing
著者
書誌事項
Digital image processing
Springer, c2005
6th rev. and extended ed
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注記
Includes bibliographical references (p. [585]-596) and index
内容説明・目次
内容説明
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.
目次
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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