Digital Image Processing

Digital Image Processing (English, Paperback, Gonzalez Rafael C.)

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Digital Image Processing  (English, Paperback, Gonzalez Rafael C.)

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    Highlights
    • Language: English
    • Binding: Paperback
    • Publisher: Pearson Education India
    • Genre: Computers
    • ISBN: 9788131726952, 9788131726952
    • Pages: 976
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  • Description

    Crisp, clear, and accompanied by a lot of illustrations, this text is a guide to the fundamental concepts of digital image processing.

    Summary Of The Book

    Digital Image Processing involves the use of digital algorithms to process images. This allows for enhancements, modifications, and other manipulations of images using a computer. This is a sub-domain of digital signal processing, but it is a field of study in itself. This textbook has been one of the most popular study materials in this field for over thirty years.

    The book begins with an introduction to the field of digital image processing and an overview of imaging methods like gamma-ray imaging, x-ray imaging, imaging in the radio band etc. It then covers the fundamentals of digital images. This section starts with a study of visual perception, which is the image formation in the eye. It then studies light and the electromagnetic spectrum, image sensing and acquisition, and sampling and quantization. This section also looks at the relationships between pixels and provides an introduction to the mathematical tools used in digital image processing.

    The next section focuses on intensity transformation and spatial filtering. After this, filtering in the frequency domain is covered, followed by image restoration and reconstruction, and color image processing.

    Wavelets and multi-resolution processing, image compression, and morphological image processing are the next three topics covered in detail. This is followed by image segmentation, representation and description, and object recognition.

    Each chapter ends with a concise summary of the concepts, followed by list of references and further reading, and a set of problems to review the concepts explained in the chapter. The appendix contains code tables used in image compression methods like JPEG and CCITT.

    Salient Features
    Accessible mathematical complexity

    • Ensures understanding by students who have introductory preparation in mathematical analysis, vectors, matrices, probability, statistics, and rudimentary computer programming.

    Heavily illustrated.

    • Ensures easy comprehension of material, especially for today's visual learners.
    • Chapter-end Problem sets.
    • Provides students with more opportunities for hands-on practice.

    About the Authors

    Rafael C. Gonzales is a Professor Emeritus at the University of Tennessee, Knoxville (UTK). He has several years of experience working in the academic and industrial areas of digital image processing.

    He has published several technical articles, two books, and four textbooks in the fields of image processing, pattern recognition, and robotics. Other books by him include Pattern Recognition Principles (Applied Mathematics and Computation, No. 7) and Syntactic Pattern Recognition: An Introduction (Applied Mathematics and Computation; No. 14).

    After graduating with a degree in Electrical Engineering from the University of Miami, he earned an ME and a PhD from the University of Florida. He then joined the faculty of UTK. He was with the Electrical and Computer Engineering Department at the university. He became a Professor in 1978, a Distinguished Service Professor in 1984, and then served as Chairman of the department from 1994 to 1997. He founded the Image and Pattern Analysis Laboratory and the Robotics and Computer Vision Laboratory at the University. He also co-founded Perceptics Corporation and served as its President until 1992. He has worked with the government and corporate institutions as a consultant in the fields of image processing, pattern recognition, and machine learning. Among the many honors he has received, some are, the 1978 UTK Chancellor’s Research Scholar Award, the 1980 M.E. Brooks Distinguished Professor Award, the 1987 IEEE Outstanding Engineer Award for Commercial Development in Tennessee, and the 1993 Automated Imaging Association’s National Award For Technology Development.

    Richard E. Woods earned his bachelor’s and master’s degrees and doctorate in electrical engineering from the University of Tennessee, Knoxville (UTK).

    He has co-authored another book, Digital Image Processing Using MATLAB.

    He worked as a computer applications engineer at Union Carbide, then as the Assistant Professor of Electrical Engineering and Computer Science at UTK. He was a co-founder of Perceptics Corporation and served as its Vice-President. He was responsible for many of the company’s innovative products in the fields of quantitative image analysis and autonomous decision making. Most recently, he founded a company specializing in the development of handheld systems for medical applications, Med Data Interactive. Dr. Woods is a member of many professional societies like the IEEE, Tau Beta Pi, and Phi Beta Kappa Phi.

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    Specifications
    Book Details
    Imprint
    • Pearson Education India
    University Books Details
    Specialization
    • Biomedical Engineering, Civil Engineering, Computer Science Engineering
    Subject
    • Speech and Image Processing, Digital Signal Processing, Digital Image Processing
    Frequently Bought Together
    1 Item
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    Ratings & Reviews
    4.5
    442 Ratings &
    44 Reviews
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    4

    Brilliant Book.

    A very good book for an entire course on image processing. But there are a few per-requisites such as linear algebra. You can find these video lectures on the same from a few open course ware forums such as IIT and MIT. An ideal choice would be this book plus a few video lectures on image processing from the above mentioned forums. And a very good job flipkart, got this book in a day!
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    vamsi nag

    Certified Buyer

    Sep, 2012

    3
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    4

    Very very good book..language is tough though

    The book is complete reference for image processing.. Initially I was not getting the language correctly.. so I switched to "Digital image processing by Dhananjay Theckedath" its a amazing book.. it clears all the basics... then again switched to Gonazalez and found, it is very very good book thanks to both the authors..
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    Roshan Bande

    Certified Buyer

    May, 2012

    4
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    5

    Deep Knowledge for DIP. Also for people who have Interest in Image Processing.......

    This is an illustrative book on image processing...
    This book has nice topics which give you a very good understanding of the processing of an image.
    I am using this book for my college...N believe me .. Its is very good..
    The topics are very well aligned. This helps in starting with the basic Idea of image processing to complex transforms used for specific enhancement in the image. I would surelly Recommend this book.
    Also useful if you people have interest in this field....
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    Ankit Jaiswal

    Certified Buyer, Pune

    Jul, 2014

    2
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    4

    Digital Image Processing, 3rd Ed. R. Gonzalez

    It's a great book.

    But this particular edition has some issues -
    a. Print and Page quality is not good
    b. Chapter 6 ( Color Image Processing ) is in color but the color quality is bad.

    I would recommend going for the other, slightly costlier, same edition variant.
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    Pratyush Kumar

    Certified Buyer, Bangalore

    Aug, 2014

    4
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    1

    Do not buy this version of book

    This book is a incomplete and low quality version of other Indian edition book.
    This book doesn't have Reference (bibilography section), preface and detailed table of contents. Very bad on the part of Flipkart for not showing the table contents of this book on their webpage. I purchased this book thinking it is same as the other version.
    The other indian edition (3rd) which costs Rs.780/- is a better to book to buy.
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    Flipkart Customer

    Certified Buyer, Bangalore

    Aug, 2014

    6
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    1

    Do Not Buy From BROWSERSRETAIL seller

    My review is solely for the seller & not for the book.
    I had ordered 3rd edition of this book, priced @ Rs.799 by this seller.
    Though the product got delivered in time, but after opening the package I got to know that , it was not the edition which i had ordered.
    They sent me some other edition of this book(which is not in demand due to it's low quality).
    The book which i actually received is priced @ Rs.613 on Flipkart.
    This is complete cheating.
    Such fraud sellers should be banned from sell...
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    Heena

    Certified Buyer, Gautam Buddha Nagar

    Feb, 2015

    5
    2
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    4

    Good quality product

    Good for this subject
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    Ram Avtar Singh

    Certified Buyer, Udaipur

    May, 2018

    1
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    5

    Simply awesome

    Nice book.
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    Srinivas Avula

    Certified Buyer, Ambejogai

    Mar, 2018

    1
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    5

    Brilliant

    good
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    Flipkart Customer

    Certified Buyer, Ysr District

    9 months ago

    0
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    5

    Highly recommended

    Very good quality and nice book
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    Arpita Chowdhury

    Certified Buyer, Bangaon

    9 months ago

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    All 44 reviews
    Questions and Answers
    Q:does it suitable for ece r16 batch..??
    A:It's suitable for both ECE and CSE students.
    Utpal Dutta
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