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 images
* presents information on two levels: an easy-to-follow narrative explaining the basics, and an advanced, in-depth study of mathematical theorems and concepts
* looks 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-teachin Read more... Categories
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Free-Book-Spot--Latest Books
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Posted: January 31st, 2008, 10:07pm CET
Tags: Image Processing Dealing with Texture [edit]
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 images
* presents information on two levels: an easy-to-follow narrative explaining the basics, and an advanced, in-depth study of mathematical theorems and concepts
* looks 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-teachin Read more... Full download
FreeBookSpot Latest Books
-
Posted: January 31st, 2008, 10:07pm CET
Tags: Image Processing Dealing with Texture [edit]
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 images
* presents information on two levels: an easy-to-follow narrative explaining the basics, and an advanced, in-depth study of mathematical theorems and concepts
* looks 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-teachin Read more... Full download
English E-Books
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Posted: September 27th, 2007, 7:42pm CEST by E-Books
Tags: Image Processing with LabVIEW and [edit]
This book brings together everything you need to achieve superior results with PC-based image processing and analysis. Expert Thomas Klinger combines a highly accessible overview of the field's key concepts, tools, and techniques; the first expert introduction to NI's breakthrough IMAQ Vision software; and several start-to-finish application case studies. You also get an extensive library of code and image samples, as well as a complete trial version of IMAQ Vision for Windows®. Coverage includes:
* Defining what to measure and how to measure it
* Acquiring images: working with CCDs, cameras, frame grabber cards, and leading medical image sources, including ultrasound, CT, and MRI
* Distributing images: compression techniques, image format standards, and DICOM medical imaging
* Processing images: gray-scale operations, spatial image filtering, frequency filtering,
* and morphology functions
* Analyzing images: pixel value and quantitative analyses, shape and pattern matching, bar codes, and more
With 300+ figures and 50+ exercises-all listed up front for easy access-this is the definitive image processing tutorial for every professional.
The accompanying CD-ROM contains IMAQ Vision multimedia demonstration software, plus an evaluation version of NI's Vision Builder for Automated Inspection evaluation software for Windows 98/NT/Me/2000/XP. It also contains application examples, color images, and code examples-including several open source, platform-independent VIs.
Full download