The sequel to the popular lecture book entitled Biomedical Image
Analysis: Tracking, this book on Biomedical Image Analysis:
Segmentation tackles the challenging task of segmenting biological
and medical images. The problem of partitioning multidimensional
biomedical data into meaningful regions is perhaps the main
roadblock in the automation of biomedical image analysis. Whether
the modality of choice is MRI, PET, ultrasound, SPECT, CT, or one
of a myriad of microscopy platforms, image segmentation is a vital
step in analyzing the constituent biological or medical targets.
This book provides a state-of-the-art, comprehensive look at
biomedical image segmentation that is accessible to well-equipped
undergraduates, graduate students, and research professionals in
the biology, biomedical, medical, and engineering fields. Active
model methods that have emerged in the last few years are a focus
of the book, including parametric active contour and active surface
models, active shape models, and geometric active contours that
adapt to the image topology. Additionally, Biomedical Image
Analysis: Segmentation details attractive new methods that use
graph theory in segmentation of biomedical imagery. Finally, the
use of exciting new scale space tools in biomedical image analysis
is reported.
Table of Contents: Introduction / Parametric Active Contours /
Active Contours in a Bayesian Framework / Geometric Active Contours
/ Segmentation with Graph Algorithms / Scale-Space Image Filtering
for Segmentation
General
Imprint: |
Morgan & Claypool Publishers
|
Country of origin: |
United States |
Series: |
Synthesis Lectures on Image, Video, and Multimedia Processing |
Release date: |
April 2009 |
First published: |
April 2009 |
Authors: |
Scott Acton
• Nilanjan Ray
|
Dimensions: |
235 x 187 x 6mm (L x W x T) |
Format: |
Paperback
|
Pages: |
108 |
ISBN-13: |
978-1-59829-020-2 |
Categories: |
Books >
Medicine >
Other branches of medicine >
Medical imaging >
General
|
LSN: |
1-59829-020-7 |
Barcode: |
9781598290202 |
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