Principles of Digital Image Processing by Wilhelm Burger

Principles of Digital Image Processing

Fundamental Techniques

Wilhelm Burger, Mark J. Burge

Springer/Sci-Tech/Trade · Print & ebook · April 23, 2009

This book provides a modern, algorithmic introduction to digital image p- cessing, designed to be used both by learners desiring a ?rm foundation on which to build and practitioners in search of critical analysis and modern - plementations of the most important techniques.

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Who it’s for
A step-by-step introduction moves from digital image properties to filtering, edges, contours, and color.
Themes
Digital image processing fundamentals, Filtering, edges, contours, and color
Genres
Image Processing, Computer Vision, Algorithms

About this book

This book provides a modern, algorithmic introduction to digital image p- cessing, designed to be used both by learners desiring a ?rm foundation on which to build and practitioners in search of critical analysis and modern - plementations of the most important techniques.

Continue reading

This updated and enhanced paperbackedition ofourcomprehensivetextbookDigital Image Processing: An Algorithmic Approach Using Java packages the original material into a series of compactvolumes, therebysupporting a ?exiblesequenceofcoursesindigital image processing. Tailoring the contents to the scope of individual semester courses is also an attempt to provide a?ordable (and "backpack-compatible") textbooks without comprimising the quality and depth of content. Oneapproachtolearninganewlanguageistobecomeconversantinthecore vocabulary and to start using it right away. At ?rst, you may only know how to ask for directions, order co?ee, and so on, but once you become con?dent with the core, you will start engaging others in "conversations" and rapidly learn how to get things done. This step-by-step approach works equally well in many areas of science and engineering. In this ?rst volume, ostentatiously titled Fundamental Techniques,wehave attemptedtocompilethecore"vocabulary" ofdigitalimageprocessing,starting from the basic concepts and elementary properties of digital images through simple statistics and point operations, fundamental ?ltering techniques, loc- ization of edges and contours, and basic operations on color images. Mastering these most commonly used techniques and algorithms will enable you to start being productive right away.

Image Processing Basics

A step-by-step introduction moves from digital image properties to filtering, edges, contours, and color.

Come here for

  • Core vocabulary and elementary properties of digital images
  • Simple statistics and point operations

Expect

  • Fundamental filtering techniques
  • Edge and contour localization; basic operations on color images

Where it sits

Image Processing100%
Computer Vision33%
Algorithms25%

Percentages are BookFrontier’s reading of the book.

Publisher categories

  • Computers
  • Game Dev
Authors
Wilhelm Burger, Mark J. Burge
Publisher
Springer/Sci-Tech/Trade
Published
April 23, 2009
Format
Print & ebook
Theme
Digital image processing fundamentals · Filtering, edges, contours, and color
Reading lane
Computers