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Deformable Models

Editat de Aly Farag
en Limba Engleză Paperback – 2 aug 2007
This two-volume set on Deformable Models: Biomedical and Clinical Applications & Theory and Biomaterial Applications provides a wide cross-section of the methods and algorithms of variational and PDE methods in biomedical image analysis. The chapters are written by well-known researchers in this field, and the presentation style goes beyond an intricate abstraction of the theory into real application of the methods and description of the algorithms that were implemented. As such these chapters will serve the main goal of the editors of these two volumes in bringing down to earth the latest in variational and PDE methods in modeling of soft tissues.
Overall, the thirty-one chapters in the two volumes provide an elegant crosssection of the theory and application of variational and PDE approaches in medical image analysis. Graduate students and researchers at various levels of familiarity with these techniques will find the two volumes very useful for understanding the theory and algorithmic implementations. In addition, the various case studies provided demonstrate the power of these techniques in clinical applications.
Researchers at various levels will find these chapters useful to understand the theory, algorithms, and implementation of many of these approaches.
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Specificații

ISBN-13: 9780387721491
ISBN-10: 0387721495
Pagini: 1142
Ilustrații: XXXIV, 1142 p. With CD-ROM. 2 volume-set.
Dimensiuni: 174 x 255 x 68 mm
Greutate: 1.95 kg
Ediția:2007 edition
Editura: Springer
Locul publicării:New York, NY, United States

Public țintă

Research

Cuprins

Level Set Methods in Medical Imaging: Approaches and Applications.- Breast Boundary Estimation Using Active Deformable Models.- Application of Deformable Models in Ultrasound Breast Imaging.- Inertial snake for contour detection in Ultrasonography images.- MGRF Controlled Deformable Models with Shape Constraints: Applications to Quantify Kidney Function after Implants.- Deformable Models and Level Set for Medical Imagery.- Level Set for Medical Imagery.- Deformable Models for 3-D Ultrasound Prostate Imaging.- Application of 3-D Deformable Models for Bioinformatics Imaging.- PDE and Level set approaches in 4D for analysis of brain surface in dyslexia.- Deformable Models for CT.- Deformable Models in Orthopedics.- Level Set in Electrical Impedance Tomography.- Deformable Models used in Pathology Imaging.- Future of Deformable Models: Critical Issues.

Textul de pe ultima copertă

This two-volume set on Deformable Models: Biomedical and Clinical Applications & Theory and Biomaterial Applications provides a wide cross-section of the methods and algorithms of variational and PDE methods in biomedical image analysis. The chapters are written by well-known researchers in this field, and the presentation style goes beyond an intricate abstraction of the theory into real application of the methods and description of the algorithms that were implemented. As such these chapters will serve the main goal of the editors of these two volumes in bringing down to earth the latest in variational and PDE methods in modeling of soft tissues.
Overall, the thirty-one chapters in the two volumes provide an elegant crosssection of the theory and application of variational and PDE approaches in medical image analysis. Graduate students and researchers at various levels of familiarity with these techniques will find the two volumes very useful for understanding the theory and algorithmic implementations. In addition, the various case studies provided demonstrate the power of these techniques in clinical applications.
Researchers at various levels will find these chapters useful to understand the theory, algorithms, and implementation of many of these approaches.

Caracteristici

Each Chapter has a “Pseudo Code” - a method to help biomedical engineers know how to program (write) their own techniques

Notă biografică

Aly A. Farag received the bachelor degree from Cairo University, Egypt and the PhD degree from Purdue University in Electrical Engineering. He also holds master degrees in bioengineering from the Ohio State and the University of Michigan. He is a University Scholar and Professor of Electrical & Computer Engineering at the University of Louisville. Dr. Farag is the founder and director of the Computer Vision and Image Processing Laboratory (CVIP Lab) which focuses on imaging science, computer vision and biomedical imaging. Dr. Farag main research focus is 3D object reconstruction from multimodality imaging, and applications of statistical and variational methods for object segmentation and registration. He has authored over 250 technical papers in the field of image understanding and holds a number patents. He is regular reviewer to a number of professional organizations in the United States and abroad, and a member of the editorial boards of a number journals and international meetings.
Jasjit S. Suri, PhD is an innovator, scientist, a visionary, and industrialist and an internationally known world leader in Biomedical Engineering and Biological Sciences.  Dr. Suri has spent over 20 years in the field of biomedical engineering, devices and its management.  He received his Doctorate from the University of Washinton, Seattle and Master's in Executive Business Management from Weatherhead, Case Western Reserve University, Cleveland, Ohio.  Dr. Suri was crowned with the President's Gold Medal in 1980 and elected as a Fellow of the American Institute for Medical and Biological Engineering.