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Image processing with MATLAB: applications in medicine and biology

Format Post in Engineering BY Musa H. Asyali, Omer Demirkaya, Prasanna K. Sahoo

0849392462 Shared By Guest

Image processing with MATLAB: applications in medicine and biology Musa H. Asyali, Omer Demirkaya, Prasanna K. Sahoo is available to download

Image processing with MATLAB: applications in medicine and biology
Musa H.Image processing with MATLAB: ... Textbook Asyali, Omer Demirkaya, Prasanna K. Sahoo
Type: eBook
Released: 2009
Publisher: CRC Press
Page Count: 444
Format: djvu
Language: English
ISBN-10: 0849392462
ISBN-13: 9780849392467
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. About the Author King Faisal Specialist Hospital & Res. Ctr, Riyadh, Saudi Ar Erciyes University, Kayseri, Turkey University of Louisville, Louisville, KY, USA

Image processing with MATLAB: applications in medicine and biology

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