PDE and Level Sets
Algorithmic Approaches to Static and Motion Imagery
Published on 26. April 2013
Book
Paperback/Softback
XXIII, 414 pages
978-1-4757-7582-2 (ISBN)
Description
PDE & Level Sets: Algorithmic Approaches to Static & Motion Imagery
is specially dedicated to the segmentation of complex shapes from the field of imaging sciences using level sets and PDEs. It covers the fundamentals of level sets, different kinds of concepts of both geodesic curvature flows and planar flows, as well as the power of incorporation of regional-statistics in level set framework. In covering this material, this book presents segmentation of object-in-motion imagery based on level sets in eigen analysis framework, while also presenting classical problems of boundary completion in cognitive images, like the pop-up of subjective contours in the famous triangle of Kanizsa using surface evolution framework, or the mean curvature evolution of a graph with respect to the Riemannian metric induced by the image. All results are presented for modal completion of cognitive objects with missing boundaries.
More details
Series
Edition
Softcover reprint of the original 1st ed. 2002
Language
English
Place of publication
New York
United States
Target group
Professional and scholarly
Research
Illustrations
361 farbige Abbildungen
XXIII, 414 p. 361 illus. in color.
Dimensions
Height: 244 mm
Width: 170 mm
Thickness: 25 mm
Weight
788 gr
ISBN-13
978-1-4757-7582-2 (9781475775822)
DOI
10.1007/b105356
Schweitzer Classification
Other editions
Additional editions
E-Book
04/2006
Kluwer Academic/Plenum Publishers
€149.79
Available for download
Book
10/2002
Kluwer Academic/Plenum Publishers
€160.49
Shipment within 10-15 days
Person
Jasjit Suri
, Ph.D. has spent the last 20 years in the field of computer and electrical engineering, and more than a decade in imaging sciences. Dr. Suri has a masters in computer sciences from the University of Illinois, a doctorate from the University of Washington, Seattle, and will soon receive his EMBA from the Weatherhead School of Management at Case Western Reserve University, Cleveland, Ohio. Dr. Suri has published over 100 technical publications in medical imaging, is a senior member of IEEE, member of the engineering honor societies Eta-Kappa-Nu and Tau-Beta-Phi, and a recipient of the President's Gold Medal in 1980.
Prof. Swamy Laxminarayan
, D.Sci. championed the field of Biomedical Engineering for over 30 years having held a variety of senior positions within the industry. He is an internationally recognized scientist, engineer, and educator with over 200 technical publications in biomedical information technology, computation biology, signal and image processing, biotechnology, and physiological system modeling. Prof. Laxminarayan is a fellow of AIMBE and a recipient of IEEE 3rd Millennium Medal.
Content
Basics of PDEs and Level Sets.- Level Set Extentions, Flows and Crack Propagation.- Geometric Regularizers for Level Sets.- Image Segmentation Via PDEs.- Motion Imagery Segmentation Via PDE.- Motion Imagery Segmentation Via PDE.- Medical Image Segmentation Using Level Sets.- Subjective Surfaces.- The Future of PDEs and Level Sets.