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Digital Image Processing

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Third generation book that builds on two highly successful earlier editions and the author's twenty years of academic and industrial experience in image processing. Reflects new trends; document image compression and data compression standards.

793 pages, Hardcover

First published January 1, 1977

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About the author

Rafael C. Gonzalez

14 books11 followers

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5 stars
326 (43%)
4 stars
235 (31%)
3 stars
122 (16%)
2 stars
38 (5%)
1 star
21 (2%)
Displaying 1 - 30 of 35 reviews
Profile Image for Darren.
36 reviews4 followers
January 20, 2011
This book was designed specifically to be used in advanced computer imaging classes, and taught by a professor (as in only a professor that has worked for years on the material can translate some of the text).

The first 3 chapters are well written and a self-starter (such as myself) can clearly understand the concepts and the application of the material given.

After chapter 3 (4+) this book becomes a stinking pile of shit. The problem lies in the ability to explain the transition from image domain to frequency domain through usage of the Fourier (four-ee-eh) series (specifically DFT/FFT). Using the Fourier series is the MOST important aspect of the book, but the authors do such a terrible job of showing application of the enormous amount of math presented that one is left scratching their head.

I can say (after spending money and time on the book), that if you are a self-learner then steer clear of this book until you find an internet site somewhere that explains Fourier series and application of both DFT/FFT. Then this book might be a good reference.
Profile Image for Pradit Pinyopasakul.
Author 2 books37 followers
February 26, 2016
I read this book and many other books related to computer graphics and digital image processing during 1993-1994 as references for my master's thesis.
Profile Image for Michael.
33 reviews10 followers
October 25, 2011
Really good reference AND really good explanations as to WHY which algorithms are used with which applications.
Profile Image for Farhad Da.
18 reviews
July 28, 2018
This book offers a good understanding of the foundations of digital image processing and provides enough mathematics for learning concepts behind different techniques and algorithms.

A good thing about this book is that it uses a lot of figures and examples which makes reading easy.

Contents have good orders so you will be completely ready when you jump to the next topic.

It usually after explaining a subject, refers to new techniques that are used in image processing, so you gain good sight about new and efficient methods.

I used this book when I had digital image processing course and I think it's not a good idea to take this book for self learning unless you have some previous knowledge.

I had some problems with chapter 4 and unlike other parts, I read it twice to catch all subjects. It's hard to explain Fourier's transform and image in the frequency domain in one chapter but authors did it but the rest of the book is written fluently.
Profile Image for Chad.
447 reviews75 followers
July 17, 2017
A really great introduction to image processing and analysis. The majority of the data I collect in in my graduate program are images and videos. I was using some programs based in ImageJ, but without a better understanding of the theory and method behind image analysis is like walking in the dark.

The textbook comes with a useful toolbox of MatLab functions. I’m more of a Python guy myself, but hey. It’s easy to go back and forth. I was most interested in segmentation methods when I started, and it does a great job of explaining these in the later chapters of the book.

As expected, the material in here requires a good background in matrix math, so be prepared.
Profile Image for Gabriel Santos.
62 reviews12 followers
March 10, 2024
Advanced book on digital image processing. If you are serious about understanding how to process digital images this is a must read book.

Be aware that it is not an extremely easy reading material and it will require dedication and commitment.
1 review
July 8, 2021
The mathematics is not rigorous, and given in a too factual way....but was a good read definitely...made an app named upix(currently at beta in PlayStore), all thanks to this book!
Profile Image for Amr Jamil.
12 reviews
August 11, 2021
This is one of the reference for one university subject. These books I have given them away for passing knowledge, to whomever needed them.
Profile Image for Iman Ranjbar.
53 reviews5 followers
October 9, 2021
It's a good reference for starting image processing but focuses on math more than application....
Profile Image for Leonardo.
Author 1 book79 followers
to-keep-reference
November 18, 2021
Lo recomienda Carlos Selmo como referencia clásica al tema de Computer Vision
Profile Image for Chen Kun.
2 reviews
February 4, 2020
The content and structure are very good. Some parts of the book need more clarifications. FFT and Wavelet transformation are not for DIP beginners and require some knowledge from DSP. A good book overall.
Profile Image for Khalid Essam.
4 reviews
September 20, 2012
Not recommended for math newbies, too much mathematical info that needs external references, some points are not explained well, gives overall ideas about image processing and discrete digital signal processing basics.
1 review10 followers
Read
March 22, 2007
concepts in DIP
6 reviews
June 21, 2010
great books, I never learn about Digital Image Processing before when my lecturer proposed us to read this book. It give me a good basic about Digital Image Processing :) Really help.
Profile Image for hend.
2 reviews20 followers
August 4, 2012
very useful reference for DIP, but not for the beginners .
Profile Image for Mohammed.
1 review
November 3, 2012
great book7
This entire review has been hidden because of spoilers.
Profile Image for Hazem Saleh.
Author 12 books5 followers
May 1, 2013
A must-have guide for all CS students.
Profile Image for Adil Raja.
27 reviews
November 7, 2015
Excellent book. This is specially good for the maths shy. Its the most lucid book on the subject, yet quite through and comprehensive.
Displaying 1 - 30 of 35 reviews

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