出版時(shí)間:2008-5 出版社:電子工業(yè)出版社 作者:卡斯?fàn)柭?nbsp; 頁(yè)數(shù):667
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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)研究中常見的實(shí)際問題,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 Instruments(PSI)公司主管兄&D的副總裁,從事醫(yī)學(xué)圖像研究和應(yīng)用產(chǎn)品開發(fā)。
書籍目錄
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 ANALYSISPart 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
編輯推薦
數(shù)字圖像處理技術(shù)在近二十多年來(lái)獲得了迅猛發(fā)展。本書系統(tǒng)而全面地介紹了數(shù)字圖像處理這一新興學(xué)科。全書既注重了基本概念及理念的闡述,也注意該技術(shù)在各個(gè)領(lǐng)域內(nèi)的實(shí)際應(yīng)用與問題解決,力求做到理論與實(shí)踐相結(jié)合。本書采用了理論基礎(chǔ)、實(shí)例說明、數(shù)學(xué)分析、專業(yè)應(yīng)用相結(jié)合的方法,使讀者可以循序漸進(jìn)地深入數(shù)字圖像處理的世界?! ”緯娘@著特點(diǎn): 內(nèi)容由淺入深,分為三大部分:基本概念,深入的課題,專門的應(yīng)用 每章最后給出了大量精選習(xí)題,有助于讀者鞏固并掌握各章所介紹的知識(shí) 采用圖解方式,有助于讀者直觀地理解所述內(nèi)容 附錄包含了大量數(shù)字圖像處理的專業(yè)詞匯、分門別類的參考文獻(xiàn)和相關(guān)的數(shù)學(xué)基礎(chǔ)
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