Download PDF Introduction to Data Compression, Second Edition (The Morgan Kaufmann Series in Multimedia Information and Systems)
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Introduction to Data Compression, Second Edition (The Morgan Kaufmann Series in Multimedia Information and Systems)
Download PDF Introduction to Data Compression, Second Edition (The Morgan Kaufmann Series in Multimedia Information and Systems)
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From the Back Cover
The second edition of Introduction to Data Compression builds on the features that made the first the logical choice-for practitioners who need a comprehensive guide to compression for all types of multimedia and instructors who want to equip their students with solid foundations in these increasingly important and diverse techniques.This book provides an extensive introduction to the theory underlying today's compression techniques, with detailed, instruction for their application. All of the coverage has been updated to reflect the state of the art in data compression, including both new algorithms and older methods for which new uses are being found. And the downloadable software gives you the opportunity to see firsthand how various algorithms work, to choose and implement appropriate techniques in your own applications, and to build your own algorithms.FeaturesFully updated to cover the most recent lossy and lossless compression techniques, including wavelets, subband coding, predictive lossless techniques, and Huffman coding variants.Explains established and emerging standards in depth: JPEG 2000, JPEG-LS, MPEG 2, Group 3 and 4 Faxes, JBIG 2, ADPCM, LPC, CELP, and MELP.Includes an new chapter providing the mathematical background required for understanding wavelets and subband coding.Via the companion Web site, provides source code that enables you to experiment with a wide range of compression techniques, along with sample data and updates on the latest developments in the compression field.
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About the Author
Khalid Sayood received his BS and MS in Electrical Engineering from the University of Rochester in 1977 and 1979, respectively, and his Ph.D. in Electrical Engineering from Texas A&M University in 1982. In 1982, he joined the University of Nebraska, where he is the Henson Professor of Engineering. His research interests include data compression, joint source channel coding, and bioinformatics.
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Product details
Series: The Morgan Kaufmann Series in Multimedia Information and Systems
Audio Cassette
Publisher: Morgan Kaufmann; 2 edition (March 13, 2000)
Language: English
ISBN-10: 1558605584
ISBN-13: 978-1558605589
Product Dimensions:
1.5 x 7.8 x 9.8 inches
Shipping Weight: 2.8 pounds (View shipping rates and policies)
Average Customer Review:
4.3 out of 5 stars
12 customer reviews
Amazon Best Sellers Rank:
#4,764,767 in Books (See Top 100 in Books)
Appropriate examples in this book help understanding of this field, even if readers don't have enogh grounding in mathematics. It should be also mentioned that this second edition covers new technologies such as wavelet-based compression. This is one of the best textbook to study still-image compression, while may be somewhat insufficient to study video compression.
Very nice introductory book
This book has all the ingredients for a great textbook. It provides good theoratical background without going into unnecessary details, gives lot of discussion about applications, provides great exercise problems, and above all it has outstanding examples that makes some of the difficult concepts easy to understand.Data compression needs a lot of background in information theory and other areas specific to speech, image processing etc. It is impossible to give a rigourous theoratical treatment of all of those in one volume. A strong point of this book is that it gives you just enough background on a variety of topics - without making the whole book obscure. In that respect, it is very application and implementation oriented. It is in fact what it says it is: A very good "INTRODUCTION to Data Compression"
Amazon claims that this is "the definitive guide". I have to agree with them because this book is the only broad grey pages introduction to data compression that I have been able to find, and it is very well written.If you are only casually interested in data compression this book is not for you.If you are interested in adding compression to your application and your data falls into a common category, sound, video, text ect this book is probably not for you. You should look to the open source community or buy an off the shelf product.But if your data is odd or unique like say telemtry data (I'm sure there are other examples I just can't think of any) and you need to design a compression scheme for your data this book is "the only" book for you.If you want to begin research into data compression and you are a newbie this book is a must have.
This textbook is fairly comprehensive on the various compression algorithms, and the theory behind them. However, a CD with included sample code and the "example" pictures mentioned in the text would have helped tremendously in conveying the material. As it is, the text tries to explain the algorithms using math with no sample code whatsoever.
The best thing about this book is the coverage and organization of the material. Sayood covers a wide variety of compression topics without getting into the nitty gritty details of them all. Thats why its an "Introductory" book. This book is a valuable resource for those who want to know the basics of various compression techniques and can be used as a starting point for further details. Some topics like arithmetic coding are covered in more detail than others. The book is also organized nicely with mathematical foundations provided as and when necessary.
Many reviewers tried to say that this book should avoid the word "introduction" in it's name because of it's intensive mathematics. But I'm totally disagree. Mathematics and all theoretical aspects explained in this book is just a preliminary review compare to what the researchers all around the world are doing in the data compression area. This book is really an "introduction" book.This book is very comprehensive. You'd absolutely need it if you are going to start a research in this area. If you're just wonder how data can be compressed, you can try other easy books like Peter Wayner's :"Compression Algorithms for Real Programmers". Or if you need compression as a feature in your software product, I'd suggest you not to implement it yourself. Try 3rd party library. Data Compression is the job for specialists.
The book is one of the clearest I have read as a text book. Why cant everybody write like this?? There is very good flow throughout the text.Only complaint is the software. It looks the software has not kept pace with the book itself. Some additional software has to be added (for Transform coding, for instance), and some references in the text book to the software are incorrect. If the accompanying software is upgraded, as it should be, I will rate this book a clear 5-star.
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