Handbook of Speckle Filtering and Tracking in Cardiovascular Ultrasound Imaging and Video

Inbunden, Engelska, 2017

Av Christos P, Loizou, Christos P. Loizou, Constantinos S. Pattichis, Jan D'Hooge, Constantinos S Pattichis

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Ultrasound imaging technology has experienced a dramatic change in the last 30 years. Because of its non-invasive nature and continuing improvements in image quality, ultrasound imaging is progressively achieving an important role in the assessment and characterization of cardiovascular imaging. Speckle is inherent in ultrasound imaging giving rise to a granular appearance instead of homogeneous, flat shades of gray, as is visible and as such, speckle can severely compromise interpretation of ultrasound images, particularly in discrimination of small structures. On the other hand, speckle can be used in the detection of time varying phenomena, or tracking tissue motion. The objective of this book is to provide a reference edited volume covering the whole spectrum of speckle phenomena, theoretical background and modelling, algorithms and selected applications in cardiovascular ultrasound imaging and video processing and analysis. The book is organized under the following four parts, Part I: Introduction to Speckle Noise; Part II: Speckle Filtering; Part III: Speckle Tracking; Part IV: Selected Applications in Cardiovascular Imaging.

Produktinformation

Utgivningsdatum2017-10-01
Mått156 x 234 x 38 mm
Vikt1 270 g
FormatInbunden
SpråkEngelska
SerieHealthcare Technologies
Antal sidor704
FörlagInstitution of Engineering and Technology
ISBN9781785612909

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Christos P. Loizou is an Adjunct Professor of medical imaging and video processing at the Department of Electrical Engineering, and Computer Engineering and Informatics, Cyprus University of Technology. He is a Senior Member of the IEEE.Constantinos S. Pattichis is a Professor with the Department of Computer Science of the University of Cyprus. He serves as Associate Editor of the IEEE Journal of Biomedical and Health Informatics, and is on the Editorial Board of the Journal of Biomedical Signal Processing and Control, and as member of the IEEE EMBS Technical Committee on Information Technology for Health. He is a Fellow of IEEE, IET and IAMBE.Jan D'hooge is a Professor in the Department of Cardiovascular Sciences of the Medical Faculty of the University of Leuven, Belgium. He is member of IEEE and Associate Editor of the IEEE Transactions on Ultrasonics, Ferro-Electrics and Frequency Control.

Part I: Introduction to speckle noise in ultrasound imaging and videoChapter 1: A brief review of ultrasound imaging and videoChapter 2: Speckle physicsChapter 3: Statistical models for speckle noise and Bayesian deconvolution of ultrasound imagesChapter 4: Summary Part II: Speckle filteringChapter 5: Introduction to speckle filteringChapter 6: An overview of despeckle-filtering techniquesChapter 7: Linear despeckle filteringChapter 8: Nonlinear despeckle filteringChapter 9: Wavelet despeckle filteringChapter 10: A comparative evaluation on linear and nonlinear despeckle filtering techniquesChapter 11: Summary and future directions Part III: Speckle trackingChapter 12: Introduction to speckle tracking in ultrasound videoChapter 13: Principles of speckle trackingChapter 14: Techniques for speckle tracking: block matchingChapter 15: Techniques for tracking: image registrationChapter 16: Cardiac strain estimationChapter 17: Combined techniques of filtering and speckle trackingChapter 18: Summary and future directions Part IV: Selected applicationsChapter 19: Segmentation of the carotid artery IMT in ultrasoundChapter 20: Ultrasound carotid plaque video segmentationChapter 21: Ultrasound asymptomatic carotid plaque image analysis for the prediction of the risk of strokeChapter 22: 3D segmentation and texture analysis of the carotid arteriesChapter 23: Carotid artery mechanics assessed by ultrasoundChapter 24: Carotid artery wall motion and strain analysis using trackingChapter 25: IVUS tracking: advantages and disadvantages of intravascular ultrasound in the detection of artery geometrical features and plaque type morphologyChapter 26: Introduction to speckle tracking in cardiac ultrasound imagingChapter 27: Assessment of systolic and diastolic heart failureChapter 28: Myocardial elastography and electromechanical wave imagingChapter 29: Summary and future directions