Practical Algorithms for Image Analysis with CD-ROM

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Multi-Item Pack | 21 January 2008 | Edition Number 2

At a Glance

Multi-Item Pack
360 Pages

Edition Type
Revised

Dimensions(cm)
26.3 x 18.5 x 2.6

Multi-Item Pack

$151.75

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In classic "cookbook style," this book offers guided access for researchers and practitioners to techniques for the digital manipulation and analysis of images, ranging from the simplest steps to advanced functions. Drawing on their long experience as users and developers of image analysis algorithms and software, the authors present a description and implementation of the most suitable procedures in easy-to-use form. Each self-contained section treats a single operation, describing typical situations requiring that operation and discussing the algorithm and implementation. Sections start with a "before" and "after" pictorial example and a ready-reference listing typical applications, keywords, and related procedures. This new edition has additional sections on Gabor filtering and on threshholding by connectivity, plus an expanded program listing and suggested projects for classroom use. And now the accompanying CD-ROM contains C programs not only as source code for carrying out the book's procedures but also as executables with a graphical user interface for Windows and Linux.

Industry Reviews

"New to the second edition of this well-designed textbook and reference are sections on Gabor filtering, thresholding by connectivity, and a chapter describing all the programs. The book's focus is on hands-on applications and includes a separate chapter of projects, many of them new to this edition, applying the processes described. The sections are grouped by operation and provide clear instruction on the procedure, with before and after images, keywords, specific applications, and related procedures. The various programs used for a procedure, such as global, gray-scale, or binary image analysis are each discussed in separate section, with programs provided accordingly. The CD-ROM contains C programs used in the procedures and executable with a graphic interface for Windows and Linux. Of the three authors, O'Gorman and Michael J. Sammon were both with Bell Laboratories and are now with Avaya Labs: Michael Seul, formerly of AT&T Bell Laboratories, is the founder of BioArray Solutions." --Book News

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Introduction	p. 1
Introduction	p. 1
Annotated Section Overview	p. 5
A Guided Tour	p. 14
Global Image Analysis	p. 23
Intensity Histogram: Global Features	p. 25
Histogram Transformations: Global Enhancement	p. 29
Combining Images	p. 39
Geometric Image Transformations	p. 45
Color Image Transformations	p. 53
Gray-Scale Image Analysis	p. 58
Local Image Operations: Convolution	p. 61
Noise Reduction	p. 70
Edge Enhancement and Flat Fielding	p. 77
Edge and Peak Point Detection	p. 82
Advanced Edge Detection	p. 92
Subsampling	p. 99
Multiresolution Analysis	p. 103
Template Matching	p. 108
Gabor Wavelet Analysis	p. 112
Binarization	p. 118
Binary Image Analysis	p. 128
Morphological and Cellular Processing	p. 131
Binary Noise Removal	p. 139
Region Detection	p. 142
Shape Analysis: Geometrical Features and Moments	p. 154
Advanced Shape Analysis: Fourier Descriptors	p. 162
Convex Hull of Polygons	p. 166
Thinning	p. 170
Linewidth Determination	p. 174
Global Features and Image Profiles	p. 177
Hough Transform	p. 182
Analysis of Lines and Line Patterns	p. 186
Chain Coding	p. 188
Line Features and Noise Reduction	p. 194
Polygonalization	p. 201
Critical Point Detection	p. 207
Straight-Line Fitting	p. 211
Cubic Spline Fitting	p. 216
Morphology and Topology of Line Patterns	p. 220
Analysis of Point Patterns	p. 231
The Voronoi Diagram of Point Patterns	p. 232
Spatial Statistics of Point Patterns: Distribution Functions	p. 238
Topology and Geometry of Cellular Patterns	p. 245
The k-Nearest-Neighbor (k-NN) Problem	p. 251
Frequency Domain Analysis	p. 256
The 2D Discrete Fourier Transform	p. 258
Frequency Domain Filtering	p. 275
Program Descriptions	p. 283
Introduction	p. 283
Programs by Chapter	p. 283
Alphabetical Listing of Programs	p. 286
Projects	p. 316
Synopsis of Important Concepts	p. 325
The Fourier Transform: Spatial Domain Versus Frequency Domain	p. 326
Linear Systems: Impulse Response, Convolution, and Transfer Function	p. 330
Special-Purpose Filters	p. 335
The Whittaker-Shannon Sampling Theorem	p. 337
Commonly Used Data Structures	p. 340
Index	p. 345
Table of Contents provided by Ingram. All Rights Reserved.

Practical Algorithms for Image Analysis with CD-ROM

At a Glance

Multi-Item Pack

Industry Reviews

Shipping

How to return your order

Defective items

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