The Leading eBooks Store Online 4,267,188 members ⚫ 1,417,821 ebooks

New to eBooks.com?

Learn more

Biomedical Image Analysis

Tracking

Biomedical Image Analysis by Scott T. Acton
Buy this eBook
US$ 40.00
(If any tax is payable it will be calculated and shown at checkout.)
In biological and medical imaging applications, tracking objects in motion is a critical task. This book describes the state-of-the-art in biomedical tracking techniques. We begin by detailing methods for tracking using active contours, which have been highly successful in biomedical applications. The book next covers the major probabilistic methods for tracking. Starting with the basic Bayesian model, we describe the Kalman filter and conventional tracking methods that use centroid and correlation measurements for target detection. Innovations such as the extended Kalman filter and the interacting multiple model open the door to capturing complex biological objects in motion.A salient highlight of the book is the introduction of the recently emerged particle filter, which promises to solve tracking problems that were previously intractable by conventional means. Another unique feature of Biomedical Image Analysis: Tracking is the explanation of shape-based methods for biomedical image analysis. Methods for both rigid and nonrigid objects are depicted. Each chapter in the book puts forth biomedical case studies that illustrate the methods in action.
Morgan & Claypool Publishers; December 2006
152 pages; ISBN 9781598290196
Read online, or download in secure PDF format
Title: Biomedical Image Analysis
Author: Scott T. Acton; Nilanjan Ray
 
Subject categories
ISBNs
1598290193
9781598290189
9781598290196