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Digital Image Processing: An Algorithmic Introduction Using Java (Texts in Computer Science), by Wilhelm Burger, Mark J. Burge
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This revised and expanded new edition of an internationally successful classic presents an accessible introduction to the key methods in digital image processing for both practitioners and teachers. Emphasis is placed on practical application, presenting precise algorithmic descriptions in an unusually high level of detail, while highlighting direct connections between the mathematical foundations and concrete implementation. The text is supported by practical examples and carefully constructed chapter-ending exercises drawn from the authors' years of teaching experience, including easily adaptable Java code and completely worked out examples. Source code, test images and additional instructor materials are also provided at an associated website. Digital Image Processing�is the definitive textbook for students, researchers, and professionals in search of critical analysis and modern implementations of the most important algorithms in the field, and is also eminently suitable for self-study.
- Sales Rank: #617505 in Books
- Published on: 2016-03-25
- Original language: English
- Number of items: 1
- Dimensions: 10.35" h x 1.97" w x 7.16" l, .0 pounds
- Binding: Hardcover
- 811 pages
Review
From the reviews:
a welcome resource.
The algorithm discussions do not depend on any toolkit, allowing ready translations to other environments, as I have found with OpenGL shaders.
Useful either as a reference or as a textbook ... a very accessible textbook in image processing, quite suitable for undergraduate courses Starts with very fundamental concepts of digital images and goes through quite sophisticated algorithms with sound mathematical basis ... providing a deeper understanding of the algorithms.
This will be one my continuing reference books for some time to come.
Steve Cunningham, PhD, Past President of SIGGRAPH
An excellent resource, I highly recommend.
Wayne Rasband, author of ImageJ
From the Author
Accompanying book website: imagingbook.com
From the Back Cover
This modern, self-contained textbook provides an accessible introduction to the field from the perspective of a practicing programmer, supporting a detailed presentation of the fundamental concepts and techniques with practical exercises and fully worked out implementation examples. This much-anticipated new edition of the definitive textbook on Digital Image Processing has been completely revised and expanded with new content and improved teaching material.
Topics and features:
- Contains new chapters on automatic thresholding, filters and edge detection for color images, edge-preserving smoothing filters, non-rigid image matching, and Fourier shape descriptors.
- Includes exercises at the end of every chapter, and provides additional supplementary material at an associated website.
- Uses ImageJ for all examples, a widely used open source imaging system that can run on all major platforms and be easily ported to other programming languages.
- Describes each solution in a stepwise manner in mathematical form, as abstract pseudocode algorithms, and as complete Java programs.
- Presents suggested outlines for a one- or two-semester course in the preface.
Advanced undergraduate and graduate students will find this comprehensive and example-rich textbook will serve as the ideal introduction to digital image processing. It will also prove invaluable to researchers and professionals seeking a practically focused self-study primer.
Most helpful customer reviews
1 of 1 people found the following review helpful.
Content is Great, BUT the Binding is Terrible
By Frederick C. Monson
I have been purchasing books for 70 of my 77 years,and this offering defies the virtual definition of the 'thing.' The book I have, as well as the one that I gave to a student, is almost physically unreadable. In the 1940's, I was instructed that the binding of every new book and text required a standard 'breaking in.' That process was to insure that when one got to the middle of the read, the binding would not break. Thus, before reading this new book, I tried to process this one ----- and failed miserably. Since, every time I try to read this text, I require two bricks to keep it open to the pages I wished to read. Even with that, this book doesn't even resemble any real text I have purchased over my career. The binding is inflexible. It apparently has a metal backing that provides no spring; thus, I cannot both read and take notes which is my normal habit when reading a text. The first English edition was bound in the old manner - it had half the pages and a much more flexible binding. Further, as if to want to make reading as difficult as possible the margin of the pages at the binding are hardly a centimeter, and without a vice to level the page of interest, 2/3 of the page rises from the binding at the center of the book in an arc with a radius less than 2-3 cm and doesn't get close to flat until one reaches the 56-57mm margin on the outside of the page. In this wide margin the printer decided to place the captions of figures RATHER than reducing that margin to a reasonable 25mm or less. So, what I have is a tome whose design is apparently meant to prevent copying AS WELL AS READING! Now, if I wanted to copy the pages, I would 'clip' off the binding and run the pages through any scanner in bulk pieces. REALLY! That being true, I must conclude that, either the 'series editors' or some anonymous 'person' must really despise the authors and their potential readers. Sadly, the authors, the readers, and the sellers are duped by the publisher, in this case, who probably doesn't have quality control at home; for surely, no one educated in either the US or Germany could fail to see the shortcomings of this product. Of course, since I only speak of two purchases, I might have been the one who got the only two 'rascal' products that escaped the QC folks at "Springer!" By the way, those parts of the text that I have laboriously read are top notch. Thanks for that, at least. If I cannot find a way to comfortably read this volume, I may decide to excise the offending binder so that I can read the pages in a way that is reasonable - at least for me. BTW, I also have John Russ's "The Image Processing Handbook, 6th Ed," from CRC, 2011. The binding of this 867 page book is bound in the 'proper' manner that enables flat pages at the middle both of whose margins are only 13mm. A most comfortable book to read and learn from. I wish I knew sufficient about the psychology of the recent leaders at Springer, and I hope that they were not hired away from CRC. That would cause me to lose hope completely.
0 of 0 people found the following review helpful.
Graphic explanations
By KD
Appropriately for an image processing book this book uses images, plots and other graphics to clearly explain mathematical concepts used in image processing.
3 of 3 people found the following review helpful.
Priceless resource for toe stubbing Java-newbie-but-programming-oldie
By Ben Bighair
I come to Java and ImageJ with a long-entrenched array-based programming background with pseudo-OO design. The leap to Java and ImageJ has been challenging and a rather steep climb for me. This book has really helped me over the hump not only in terms of Java constructs and ImageJ's architecture, but also in terms of providing a clear road map for good OO design. It may not have been the intention of the authors to provide lessons in OO design, but that is the chief value of this very readable book for me. In particular, I have found Chapter 11 (binary object analysis) extremely useful in my own work. In fact, I have re-engineered much of my own code based upon what I learned in this one chapter. I am looking forward to the portions on frequency analysis. My only wish is that the English translation had been ready when I started with Java and ImageJ three years ago - I might have greatly shortened my programming path. I encourage all ImageJ users to give Digital Image Processing a serious look, and to add it to the toolkit.
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