Biomedical Image Analysis Tracking

Auteur: Scott T. Acton
Taal: Engels
Biomedical Image Analysis
  • Engels
  • Paperback
  • 9781598290189
  • februari 2006
  • 152 pagina's
Alle productspecificaties

Samenvatting

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.

Productspecificaties

Inhoud

Taal
Engels
Bindwijze
Paperback
Verschijningsdatum
2006-03-24
Aantal pagina's
152 pagina's
Illustraties
Met illustraties

Betrokkenen

Auteur
Scott T. Acton Nilanjan Ray
Co-auteur
Nilanjan Ray
Redacteur
Al Bovik
Co-redacteur
Alan C. Bovik
Uitgever
Morgan & Claypool Publishers

EAN

EAN
9781598290189

Overige kenmerken

Extra groot lettertype
Nee
NUR code
950
Oorspronkelijke releasedatum
2006-02-28
Subtitel
Tracking
Thema Subject Code
MKS

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