1st Edition

Image Processing with MATLAB Applications in Medicine and Biology

458 Pages 211 B/W Illustrations

by CRC Press

458 Pages

by CRC Press

Also available as eBook on:

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Description

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... Read more

Medical Imaging Systems
Fundamental Tools for Image Processing and Analysis
Probability Theory for Stochastic Modeling of Images
Two-Dimensional Fourier Transform
Nonlinear Diffusion Filtering
Intensity-Based Image Segmentation
Image Segmentation by Markov Random Field Modeling
Deformable Models
Image Analysis

Application 1: Quantification of Green Fluorescent Protein eXpression in Live Cells: ProXcell
Application 2: Calculation of Performance Parameters of Gamma Cameras and SPECT Systems
Application 3: Analysis of Islet Cells Using Automated Color Image Analysis

Appendix A: Notation
Appendix B: Working with DICOM Images
Appendix C: Medical Image Processing Toolbox
Appendix D: Description of Image Data