Practical Algorithms for Image Analysis with CD-ROM: Description, Examples, and Code

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Cambridge University Press, Feb 13, 2000 - Computers - 295 pages
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This book offers guided access to a collection of algorithms for the digital manipulation and analysis of images. Written in classic "cookbook" style, it reflects the authors' long experience as users and developers of image analysis algorithms and software. For each task, they present a description and implementation of the most suitable procedure in easy-to-use form. The algorithms range from the simplest steps to advanced functions not commonly available for Windows users. Each self-contained section treats a single operation (histogram evaluation, low-pass filtering, and edge detection, among others). The coverage includes typical situations requiring that operation and then discusses the algorithm and implementation. Sections start with a header illustrating the nature of the procedure through a "before" and "after" pictorial example and a ready-reference that lists typical applications, keywords, and related procedures. Annotated references can be found at the end of each section. An accompanying CD-ROM contains a collection of C programs for carrying out the book's procedures.
 

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Contents

Introduction page
1
Global Image Analysis
21
GrayScale Image Analysis
56
Binary Image Analysis
118
Analysis of Lines and Line Patterns
176
Analysis of Point Patterns
221
Frequency Domain Analysis
246
Synopsis of Important Concepts
273
Index
295
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