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Download The Image Processing Handbook fb2, epub

by John C. Russ

Download The Image Processing Handbook fb2, epub

ISBN: 0780347293
Author: John C. Russ
Language: English
Publisher: I.E.E.E.Press; 3rd edition (March 1999)
Pages: 771
Category: Physics
Subcategory: Science
Rating: 4.1
Votes: 962
Size Fb2: 1314 kb
Size ePub: 1444 kb
Size Djvu: 1957 kb
Other formats: lrf docx rtf lit


With balanced, complete descriptions, the text outlines frequency space methods with extensive mathematical presentation and spatial domain processing requiring only a modest technical background in mathematics or computers. The thrust of the book remains teaching by example: By seeing what various operations do to representative images, the reader will discover how and why to use them

Using extensive new illustrations and diagrams, it offers a logically organized exploration of the important relationship between 2D images and the 3D structures they reveal.

All the image processing and the creation of the resulting gures included in this book were performed on an Apple Macintosh® computer.

Materials Science and Engineering Department North Carolina State University Raleigh, North Carolina. CRC PR ESS. Boca Raton London New York Washington, . All the image processing and the creation of the resulting gures included in this book were performed on an Apple Macintosh® computer. Many of the images were acquired directly from various microscopes and other sources using color or monochrome video cameras and digitized directly into the computer.

John C. Russ has used image processing and analysis as a principal tool for understanding and characterizing the structure and function of materials throughout his more than 50-year career as a scientist and educator

John C. Russ has used image processing and analysis as a principal tool for understanding and characterizing the structure and function of materials throughout his more than 50-year career as a scientist and educator.

The Image Processing Handbook book. Details (if other): Cancel. Thanks for telling us about the problem. The Image Processing Handbook.

The Journal of Electronic Imaging (JEI), copublished bimonthly with the Society for Imaging Science and Technology . Citation Download Citation

Citation Download Citation. Published: 1 July 2003.

John Russ' book on image processing was never intended to be a textbook on how to understand and write your own image processing algorithms, as you might believe by looking through the table of contents

John Russ' book on image processing was never intended to be a textbook on how to understand and write your own image processing algorithms, as you might believe by looking through the table of contents. It does cover just about everything you would see in such a textbook, but from a user's standpoint of these operations, not as an author of image processing code who needs to understand the algorithms behind these operations

The Image Processing Handbook. John C. Russ, F. Brent Neal.

The Image Processing Handbook. Processing Images in Frequency Space About frequency space The Fourier transform Fourier transforms of simple functions Moving to two dimensions Frequencies and spacings Preferred orientation Texture and fractals Removing selected frequencies Periodic noise removal Selection of periodic information Convolution Deconvolution Noise and Wiener deconvolution Other deconvolution methods Additional notes on deconvolution Template matching and correlation Autocorrelation Wavelets.

Comments:

Danrad
This is visually stunning, but--when the chips are down--it's a HANDBOOK, not a TEXTBOOK:

1. It's weak in fundamental mathematics and engineering science.

2. There's insufficient sequency (PLEASE don't call it frequency) domain analysis in the freq. section.

3. There's insufficient spatial domain analysis in the spatial section.

4. If the intent is to keep up with software packages, the book does a quasi-poor job of that.

I find myself forced to stick to recommending the "oldiest but goodies," even if they've grown hair on them--beards, no less!--by now. AVINASH, KAK, ROSENFELD, KING-SUN FU are the ways to go.
Narim
Great book on the basics of image processing. Newer editions have more modern algorithms, but as a background text, this works just fine.
Braswyn
As others have stated, this book comes as close as you'll ever get to a single-source reference on image processing. But if I were ever going to shoot anything down in it, I'd say that a little more mathematical background on some topics (and maybe pseudocoded examples) would help. For example, in the satellite geometric correction section, only a very high level view is given yet this is a challenging topic that could use more depth. Geometric transformations in general could use more depth, e.g. camera calibrations or image warping/morphing/mapping to other projections for example. Another example would be the need for a little more depth on how to make slow algorithms fast ...like convolution multiplications for example. Sure, you could write out the multiplies and spot commonalities, then re-use results that appear in more than one subsequent equation and what not, but some exploration of matrix math and how to make it efficient would be nice. But again ...I'm picking at small things here, and if John's book covered everything that I'd like it to, then it would become 2 books, not one ...hey! Now THERE's an idea! A 2+ book set by John Russ that covers a broader range of topics and does so in greater depth! That's something that I'd pay for (and much better to read than Ballard & Brown)
Windforge
John C. Russ is also the developer of FoveaPro, a plugin for Photoshop that can perform many different thresholding steps on both color and grayscale images.

The book describes the steps necessary to convert raw images to meaningful numbers that characterize the subject. The process of image analysis - obtaining meaningful numeric information from images - typically requires several steps performed in sequence. According to Russ, one can use Photoshop or a compatible program in conjunction with the plug-ins in order to provide all of the necessary tools, but it is important for the user to understand them and when to use them.

The book outlines most of these essential tools. The book describes the purpose and value of adding and subtracting images to and from one another, thresholding on certain color values, measuring aspect ratios, calculating nearest neighbor distances, measuring perimeter and roundness, measuring total area of one feature or the area fraction of all features, plotting a histogram of color or feature distributions, and other tools that are necessary for the statistical analysis of images. In almost all cases, the functions described in the text apply directly to FoveaPro.

The tools presented and described in this text would be valuable to anyone who is trying to obtain data from a set of images. Image processing is used in facial recognition software, the measurement of microstructural features in metals, the identification of defects in retinal scans, the analysis of geological features in satellite and aerial images, and matching of finger prints. With this text, FoveaPro, and Photoshop, in conjunction with Photoshop's "batch" function and a program like Microsoft Excel, a person with intermediate computer experience can generate significant statistical data from an image database.
DABY
If you are primarily interested in remote sensing aspects of image processing (e.g., satellite and airborne imagery of the ground). I recommend acquiring this handbook on image processing. By far the best handbook on general Image Processing is "The Image Processing Handbook" edited by Russ and published by the IEEE. I use this book all the time. Of course, if you are getting into specific areas, such as mapping, hyperspectral imagery, synthetic aperature radar imagery or photogrammetry (i.e., precise physical measurement from imagery), or if you have a specific application (such as deforestation or plant diseases or agriculture), you should consider separate books on those topics.
Cointrius
This is it. All you need to know about imaging. If you are in any doubt, just buy it!

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