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Feature Extraction and Image Processing
 
 
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Feature Extraction and Image Processing [Paperback]

Mark Nixon (Author), Alberto S Aguado (Author)


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Feature Extraction & Image Processing for Computer Vision, Second Edition Feature Extraction & Image Processing for Computer Vision, Second Edition 4.0 out of 5 stars (3)
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Book Description

0750650788 978-0750650786 February 18, 2002 1st
Focusing on feature extraction while also covering issues and techniques such as image acquisition, sampling theory, point operations and low-level feature extraction, the authors have a clear and coherent approach that will appeal to a wide range of students and professionals.

*Ideal module text for courses in artificial intelligence, image processing and computer vision
*Essential reading for engineers and academics working in this cutting-edge field
*Supported by free software on a companion website

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Focusing on feature extraction while also covering issues and techniques such as image acquisition, sampling theory, point operations and low-level feature extraction, the authors have a clear and coherent approach that will appeal to a wide range of students and professionals.

From the Back Cover

*Ideal module text for courses in artificial intelligence, image processing and computer vision
*Essential reading for engineers and academics working in this cutting-edge field
*Supported by free software on a companion website

Image processing and computer vision are currently hot topics with undergraduates and professionals alike. Feature Extraction and Image Processing is the first book to provide a discussion of how techniques in this field can be implemented together, coupled with a deeper presentation of the analytical material. This text is supported with working Matlab and Mathcad files on the web, which not only allow readers to see the techniques described in the book in use, but also lets them explore areas that they are unfamiliar with.

Focusing on feature extraction while also covering issues and techniques such as image acquisition, sampling theory, point operations and low-level feature extraction, the authors have a clear and coherent approach that will appeal to a wide range of students and professionals.

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Inside This Book (learn more)
First Sentence:
This is where we start, by looking at the human visual system to investigate what is meant by vision, then on to how a computer can be made to sense pictorial data and then how we can process it. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
parameter space reduction, byk sin, template convolution, centralised moments, discrete symmetry operator, parameter space decomposition, accumulator space, intensity normalisation, truncated median filter, invariant template matching, basic image processing operations, gaussian template, template coefficients, roberts cross operator, median operator, including edge detection, histogram equalisation, curvature detection, direct averaging, edge detection operator, edge magnitude, vertical spatial frequencies, transform calculus, walking subject, angular function
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Pattern Recog, Digital Image Processing, Sons Inc, Image Understanding, Hemel Hempstead, Academic Press, Prentice Hall International, Numerical Recipes, Laplacian of Gaussian, Computer Society Press, Los Alamitos, Statistical Geometric Features, Applying the Hough, Artificial Intelligence, Chapman Hall, Digital Picture Processing, Hello Matlab, Information Theory, Prentice Hall Inc
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