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【分享】Digital Image Processing 2nd Edition,Rafael C. Gonzalez.2002[New]
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本资源来自于互联网，仅供学习研究之用，不可涉及任何商业用途，请在下载后24小时内删除。 著作权归原作者或出版社所有。未经发贴人conanwj许可，严禁任何人以任何形式转贴本文，违者必究！ Digital Image Processing 2nd Edition Authors Rafael C. Gonzalez University of Tennessee Richard E. Woods MedData Interactive Publisher: Prentice Hall Pub Date: 2002 Pages: 813 ISBN: 0-201-18075-8 Preface This edition is the most comprehensive revision of Digital Image Processing since the book first appeared in 1977. As the 1977 and 1987 editions by Gonzalez and Wintz, and the 1992 edition by Gonzalez and Woods, the present edition was prepared with students and instructors in mind.Thus, the principal objectives of the book continue to be to provide an introduction to basic concepts and methodologies for digital image processing, and to develop a foundation that can be used as the basis for further study and research in this field. To achieve these objectives, we again focused on material that we believe is fundamental and has a scope of application that is not limited to the solution of specialized prob- lems. The mathematical complexity of the book remains at a level well within the grasp of college seniors and first-year graduate students who have intro- ductory preparation in mathematical analysis, vectors, matrices, probability, sta- tistics, and rudimentary computer programming. The present edition was influenced significantly by a recent market survey conducted by Prentice Hall. The major findings of this survey were: 1. A need for more motivation in the introductory chapter regarding the spec- trum of applications of digital image processing. 2. A simplification and shortening of material in the early chapters in order to "get to the subject matter" as quickly as possible. 3. A more intuitive presentation in some areas, such as image transforms and image restoration. 4. Individual chapter coverage of color image processing, wavelets, and image morphology. 5. An increase in the breadth of problems at the end of each chapter. The reorganization that resulted in this edition is our attempt at providing a reasonable degree of balance between rigor in the presentation, the findings of the market survey, and suggestions made by students, readers, and colleagues since the last edition of the book. The major changes made in the book are as follows. Chapter 1 was rewritten completely. The main focus of the current treatment is on examples of areas that use digital image processing. While far from ex- haustive, the examples shown will leave little doubt in the reader's mind re- garding the breadth of application of digital image processing methodologies. Chapter 2 is totally new also. The focus of the presentation in this chapter is on how digital images are generated, and on the closely related concepts of sampling, aliasing, Moire patterns, and image zooming and shrinking. The new material and the manner in which these two chapters were reorganized address directly the first two findings in the market survey mentioned above. Chapters 3 though 6 in the current edition cover the same concepts as Chap- ters 3 through 5 in the previous edition, but the scope is expanded and the pre- sentation is totally different. In the previous edition, Chapter 3 was devoted exclusively to image transforms. One of the major changes in the book is that image transforms are now introduced when they are needed.This allowed us to begin discussion of image processing techniques much earlier than before, fur- ther addressing the second finding of the market survey. Chapters 3 and 4 in the current edition deal with image enhancement, as opposed to a single chapter (Chapter 4) in the previous edition. The new organization of this material does not imply that image enhancement is more important than other areas. Rather, we used it as an avenue to introduce spatial methods for image processing (Chapter 3), as well as the Fourier transform, the frequency domain, and image filtering (Chapter 4). Our purpose for introducing these concepts in the context of image enhancement (a subject particularly appealing to beginners) was to in- crease the level of intuitiveness in the presentation, thus addressing partially the third major finding in the marketing survey. This organization also gives in- structors flexibility in the amount of frequency-do main material they wish to cover. Chapter 5 also was rewritten completely in a more intuitive manner. The coverage of this topic in earlier editions of the book was based on matrix theory. Although unified and elegant, this type of presentation is difficult to follow, particularly by undergraduates. The new presentation covers essentially the same ground, but the discussion does not rely on matrix theory and is much easier to understand, due in part to numerous new examples. The price paid for this newly gained simplicity is the loss of a unified approach, in the sense that in the earlier treatment a number of restoration results could be derived from one basic formulation. On balance, however, we believe that readers (especial- ly beginners) will find the new treatment much more appealing and easier to fol- low. Also, as indicated below, the old material is stored in the book Web site for easy access by individuals preferring to follow a matrix-theory formulation. Chapter 6 dealing with color image processing is new. Interest in this area has increased significantly in the past few years as a result of growth in the use of digital images for Internet applications. Our treatment of this topic represents a significant expansion of the material from previous editions. Similarly Chap- ter 7, dealing with wavelets, is new. In addition to a number of signal process- ing applications, interest in this area is motivated by the need for more sophisticated methods for image compression, a topic that in turn is motivated by a increase in the number of images transmitted over the Internet or stored in Web servers. Chapter 8 dealing with image compression was updated to in- clude new compression methods and standards, but its fundamental structure remains the same as in the previous edition. Several image transforms, previously covered in Chapter 3 and whose principal use is compression, were moved to this chapter. Chapter 9, dealing with image morphology, is new. It is based on a signifi- cant expansion of the material previously included as a section in the chapter on image representation and description. Chapter 10, dealing with image seg- mentation, has the same basic structure as before, but numerous new examples were included and a new section on segmentation by morphological watersheds was added. Chapter 11, dealing with image representation and description, was shortened slightly by the removal of the material now included in Chapter 9. New examples were added and the Ho telling transform (description by princi- pal components), previously included in Chapter 3, was moved to this chapter. Chapter 12 dealing with object recognition was shortened by the removal of topics dealing with knowledge-based image analysis, a topic now covered in considerable detail in a number of books which we reference in Chapters 1 and 12. Experience since the last edition of Digital Image Processing indicates that the new, shortened coverage of object recognition is a logical place at which to conclude the book. Although the book is totally self-contained, we have established a compan- ion web site (see inside front cover) designed to provide support to users of the book. For students following a formal course of study or individuals embarked on a program of self study, the site contains a number of tutorial reviews on background material such as probability, statistics, vectors, and matrices, pre- pared at a basic level and written using the same notation as in the book. Detailed solutions to many of the exercises in the book also are provided. For instruction, the site contains suggested teaching outlines, classroom presentation materials, laboratory experiments, and various image databases (including most images from the book). In addition, part of the material removed from the pre- vious edition is stored in the Web site for easy download and classroom use, at the discretion of the instructor. A downloadable instructor's manual containing sample curricula, solutions to sample laboratory experiments, and solutions to all problems in the book is available to instructors who have adopted the book for classroom use. This edition of Digital Image Processing is a reflection of the significant progress that has been made in this field in just the past decade. As is usual in a project such as this, progress continues after work on the manuscript stops. One of the reasons earlier versions of this book have been so well accepted through- out the world is their emphasis on fundamental concepts, an approach that, among other things, attempts to provide a measure of constancy in a rapidly- evolving body of knowledge. We have tried to observe that same principle in preparing this edition of the book. R.CG. RE.W. 本资源共7个可选网络硬盘链接，27.5 MB。 ---------------------------------------------------------------------------- Digital Image Processing 2nd Edition,by Gonzalez,Prentice Hall 2002.djvu Digital Image Processing 2nd Edition,by Gonzalez,Prentice Hall 2002.djvu Digital Image Processing 2nd Edition,by Gonzalez,Prentice Hall 2002.djvu Digital Image Processing 2nd Edition,by Gonzalez,Prentice Hall 2002.djvu Digital Image Processing 2nd Edition,by Gonzalez,Prentice Hall 2002.djvu Digital Image Processing 2nd Edition,by Gonzalez,Prentice Hall 2002.djvu Digital Image Processing 2nd Edition,by Gonzalez,Prentice Hall 2002.djvu ---------------------------------------------------------------------------- |
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2楼2009-10-02 21:10:25
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xr1273楼
2009-10-07 22:02
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感谢分享！
