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Image Processing : Dealing With Texture
663.60 EGP

Image Processing : Dealing With Texture

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663.60 EGP 

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Category Type
Meteorology & Remote Sensing
ISBN
9780470026281
Author
Petrou, M.
Publisher
John Wiley & Sons Ltd
Description:

Self-contained text covering practical image processing methods and theory for image texture analysis. Techniques for the analysis of texture in digital images are essential to a range of applications in areas as diverse as robotics, defence, medicine and the geo-sciences. In biological vision, texture is an important cue allowing humans to discriminate objects. This is because the brain ...

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PRODUCT INFORMATION

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    Specifications

    Category Type
    Meteorology & Remote Sensing
    ISBN
    9780470026281
    Item EAN
    2724546147408
    People
    Author
    Petrou, M.
    People
    Publisher
    John Wiley & Sons Ltd
    Category Type
    Meteorology & Remote Sensing
    ISBN
    9780470026281
    Item EAN
    2724546147408
    People
    Author
    Petrou, M.
    People
    Publisher
    John Wiley & Sons Ltd
    Technical Information
    Binding
    Paperback
    Languages and countries
    Book Language
    English
    Read more
  •  

    Description:

    Self-contained text covering practical image processing methods and theory for image texture analysis. Techniques for the analysis of texture in digital images are essential to a range of applications in areas as diverse as robotics, defence, medicine and the geo-sciences. In biological vision,

    Self-contained text covering practical image processing methods and theory for image texture analysis. Techniques for the analysis of texture in digital images are essential to a range of applications in areas as diverse as robotics, defence, medicine and the geo-sciences. In biological vision, texture is an important cue allowing humans to discriminate objects. This is because the brain is able to decipher important variations in data at scales smaller than those of the viewed objects. In order to deal with texture in digital data, many techniques have been developed by image processing researchers. With a wholly practical approach and many worked examples, Image Processing: Dealing with Texture is a comprehensive guide to these techniques, including chapters on mathematical morphology, fractals, Markov random fields, Gabor functions and wavelets. Structured around a series of questions and answers, enabling readers to easily locate information on specific problems, this book also: provides detailed descriptions of methods used to analyse binary as well as grey texture imagespresents information on two levels: an easy-to-follow narrative explaining the basics, and an advanced, in-depth study of mathematical theorems and conceptslooks at good and bad image processing practice, with wrongly designed algorithms illustrating what not to do includes an accompanying website, setting out all algorithms discussed within the text. An ideal self-teaching aid for senior undergraduate and Masters students taking courses in image processing and pattern recognition, this book is also an ideal reference for PhD students, electrical and biomedical engineers, mathematicians, and informatics researchers designing image processing applications.

    • Image Processing : Dealing With Texture
    • Author: Petrou, M.
    • Publisher: John Wiley & Sons Ltd
    • Published: 2006
 

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