Image Processing With MATLAB Applications in Medicine and Biology

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  • Engels
  • Hardcover
  • 9780849392467
  • 22 december 2008
  • 441 pagina's
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Samenvatting

Explains complex, theory-laden topics in image processing through examples and MATLAB[registered] algorithms. This book describes classical areas in image processing and analysis. It covers the theory of probability and statistics, two-dimensional fast Fourier transform, and partial differential equation (PDE)-based image denoising techniques.



Image Processing with MATLAB®: Applications in Medicine and Biology explains complex, theory-laden topics in image processing through examples and MATLAB® algorithms. It describes classical as well emerging areas in image processing and analysis.

Providing many unique MATLAB codes and functions throughout, the book covers the theory of probability and statistics, two-dimensional fast Fourier transform, nonlinear diffusion filtering, and partial differential equation (PDE)-based image denoising techniques. It presents intensity-based image segmentation methods, including thresholding techniques as well as K-means and fuzzy C-means clustering techniques. The authors also explore Markov random field (MRF)-based image segmentation, boundary and curvature analysis methods, and parametric and geometric deformable models. The final chapters focus on three specific applications of image processing and analysis.

Reducing the need for the trial-and-error way of solving problems, this book helps readers understand advanced concepts by applying algorithms to real-world problems in medicine and biology.

A solutions manual is available for instructoes wishing to convert this reference to classroom use.

Productspecificaties

Inhoud

Taal
en
Bindwijze
Hardcover
Oorspronkelijke releasedatum
22 december 2008
Aantal pagina's
441
Illustraties
Nee

Betrokkenen

Hoofdauteur
Omer Demirkaya
Tweede Auteur
Musa H. Asyali
Co Auteur
Musa Hakan Asyali
Hoofduitgeverij
CRC Press Inc

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Extra groot lettertype
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Product breedte
159 mm
Product hoogte
25 mm
Product lengte
241 mm
Studieboek
Nee
Verpakking breedte
159 mm
Verpakking hoogte
25 mm
Verpakking lengte
241 mm
Verpakkingsgewicht
998 g

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EAN
9780849392467

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