Practical Algorithms for Image Analysis with CD-ROM

Name: Practical Algorithms for Image Analysis with CD-ROM
Price: 8.59 USD
Availability: InStock
ISBN: 9780521884112

ISBN-10: 052188411X

ISBN-13: 9780521884112

Edition: 2nd 2007

Authors: Lawrence O'Gorman, Michael J. Sammon, Michael Seul

List price: $59.99

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Description:

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,…

Book details

List price: $59.99
Edition: 2nd
Copyright year: 2007
Publisher: Cambridge University Press
Publication date: 1/21/2008
Pages: 360
Size: 7.17" wide x 10.24" long x 0.94" tall
Weight: 1.738
Language: English




Introduction



Introduction



Annotated Section Overview



A Guided Tour



Global Image Analysis



Intensity Histogram: Global Features



Histogram Transformations: Global Enhancement



Combining Images



Geometric Image Transformations



Color Image Transformations



Gray-Scale Image Analysis



Local Image Operations: Convolution



Noise Reduction



Edge Enhancement and Flat Fielding



Edge and Peak Point Detection



Advanced Edge Detection



Subsampling



Multiresolution Analysis



Template Matching



Gabor Wavelet Analysis



Binarization



Binary Image Analysis



Morphological and Cellular Processing



Binary Noise Removal



Region Detection



Shape Analysis: Geometrical Features and Moments



Advanced Shape Analysis: Fourier Descriptors



Convex Hull of Polygons



Thinning



Linewidth Determination



Global Features and Image Profiles



Hough Transform



Analysis of Lines and Line Patterns



Chain Coding



Line Features and Noise Reduction



Polygonalization



Critical Point Detection



Straight-Line Fitting



Cubic Spline Fitting



Morphology and Topology of Line Patterns



Analysis of Point Patterns



The Voronoi Diagram of Point Patterns



Spatial Statistics of Point Patterns: Distribution Functions



Topology and Geometry of Cellular Patterns



The k-Nearest-Neighbor (k-NN) Problem



Frequency Domain Analysis



The 2D Discrete Fourier Transform



Frequency Domain Filtering



Program Descriptions



Introduction



Programs by Chapter



Alphabetical Listing of Programs



Projects



Synopsis of Important Concepts



The Fourier Transform: Spatial Domain Versus Frequency Domain



Linear Systems: Impulse Response, Convolution, and Transfer Function



Special-Purpose Filters



The Whittaker-Shannon Sampling Theorem



Commonly Used Data Structures


Index