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出版時(shí)間:2008-5  出版社:電子工業(yè)出版社  作者:(美)卡斯?fàn)柭–astleman K.R.) 著  頁(yè)數(shù):667  字?jǐn)?shù):963000  

內(nèi)容概要

本書是數(shù)字圖像處理領(lǐng)域理論與實(shí)踐相結(jié)合的成功之作,也是經(jīng)典之作。全書強(qiáng)調(diào)如何應(yīng)用理論知識(shí)解決工業(yè)和科學(xué)研究中常見(jiàn)的實(shí)際問(wèn)題,著重闡述了數(shù)字圖像處理的基本概念和實(shí)用技術(shù),使讀者能夠使用這些技術(shù)解決數(shù)字圖像處理中所遇到的各種問(wèn)題。全書首先講述數(shù)字化圖像及其顯示以及圖像處理軟件,接著講解點(diǎn)、代數(shù)和幾何運(yùn)算,之后講解線性系統(tǒng)理論、傅里葉變換、離散圖像變換和小波變換,再后講解圖像復(fù)原、圖像壓縮和模式識(shí)別,最后講解彩色、多光譜圖像處理和三維圖像處理。

作者簡(jiǎn)介

Kenneth R.Castleman于1967年和1970年在Texas大學(xué)Austin分校獲電子工程碩士和生物醫(yī)學(xué)工程博士學(xué)位,早年曾在CalTech任教和從事研究工作,講授“數(shù)字圖像處理”課程。其后的幾十年里,曾在USC、UCLA、NASA/JPL等著名學(xué)?;蛑匾獧C(jī)構(gòu)任職,1991年至今任Perceptive Scientific

書籍目錄

PREFACE Part One  1 IMAGES AND DIGITAL PROCESSING   1.1  Introduction     1.2  The Elements of Digital Image Processing     1.3  Philosophical Considerations     1.4   Digital Image Processing in Practice      Problems      References  2  DIGITIZING IMAGES     2.1  Introduction     2.2  Characteristics of an Image Digitizer     2.3  Types of Image Digitizers     2.4  Image-Digitizing Components     2.5  Electronic Image Tube Cameras     2.6  Solid-State Cameras     2.7  Film Scanning     2.8  Summary of Important Points      Problems      Projects      References  3  DIGITAL IMAGE DISPLAY     3.1  Introduction     3.2  Display Characteristics     3.3  Volatile Displays     3.4  Permanent Displays     3.5  Summary of Important Points      Problems      Projects      References  4  IMAGE-PROCESSING SOFTWARE     4.1  Introduction     4.2  Image-Processing Systems     4.3  The User Interface     4.4  The Software Development Process     4.5  Summary of Important Points      Problems      Projects      References  5  THE GRAY-LEVEL HISTOGRAM     5.1  Introduction     5.2  Uses of the Histogram     5.3  Relationship Between Histogram and Image     5.4  Summary of Important Points      Problems      Projects      References  6  POINT OPERATIONS     6.1  Introduction     6.2  Point Operations and the Histogram   6.3  Applications of Point Operations     6.4  Summary of Important Points      Problems      Projects  7  ALGEBRAIC OPERATIONS     7.1  Introduction     7.2  Algebraic Operations and the Histogram  8  GEOMETRIC OPERATIONS   …… Part Two  9  LINEAR SYSTEM THEORY  10  THE FOURIER TRANSFORM  11  FILTER DESIGN  12  PROCESSING SAMPLED DATA  13  DISCRETE IMAGE TRANSFORMS  14  WAVELET TRANSFORMS  15  OPTICS AND SYSTEM ANALYSIS Part Three  16  IMAGE RESTORATION  17  IMAGE COMPRESSION  18  PATTERN RECOGNITION: IMAGE SEGMENTATION  19  PATTERN RECOGNITION: OBJECT MEASUREMENT  20  PATTERN RECOGNITION: CLASSIFICATION AND ESTIMATION  21  COLOR AND MULTISPECTRAL IMAGE PROCESSING  22  THREE-DIMENSIONAL IMAGE PROCESSING A1  GLOSSARY OF IMAGE PROCESSING TERMS A2  BIBLIOGRAPHY A3  MATHEMATICAL BACKGROUNDINDEX

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