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Handbook of speckle filtering and tracking in cardiovascular ultrasound imaging and video
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.
Intro; Contents; Preface; Guide to book contents; Part I. Introduction to speckle noise in ultrasound imaging and video; 1. A brief review of ultrasound imaging and video / Alfred C.H. Yu; 2. Speckle physics / Jovana Janjic and Gijs van Soest; 3. Statistical models for speckle noise and Bayesian deconvolution of ultrasound images / Ningning Zhao, Adrian Basarab, Denis Kouame, and Jean-Yves Tourneret; 4. Summary / Christos P. Loizou; Part II. Speckle filtering; 5. Introduction to speckle filtering / Gabriel Ramos-Llorden, Santiago Aja-Fernandez, and Gonzalo Vegas-Sanchez-Ferrero
6. An overview of despeckle-filtering techniques / Christos P. Loizou and Constantinos S. Pattichis; 7. Linear despeckle filtering / Christos P. Loizou and Constantinos S. Pattichis; 8. Nonlinear despeckle filtering / Santiago Aja-Fernandez, Gabriel Ramos-Llorden, and Gonzalo Vegas-Sanchez-Ferrero; 9. Wavelet despeckle filtering / Savita Gupta and Lakhwinder Kaur; 10. A comparative evaluation on linear and nonlinear despeckle filtering techniques / Christos P. Loizou; 11. Summary and future directions / Christos P. Loizou; Part III. Speckle tracking
12. Introduction to speckle tracking in ultrasound video / Gijs A.G.M. Hendriks, Stein Fekkes, Kaj Gijsbertse and Chris L. De Korte; 13. Principles of speckle tracking / Brecht Heyde; 14. Techniques for speckle tracking: block matching / R.G.P. Lopata; 15. Techniques for tracking: image registration / Ariel Hernan Curiale, Gonzalo Vegas-Sanchez-Ferrero and Santiago Aja-Fernandez; 16. Cardiac strain estimation / Hanan Khamis and Dan Adam; 17. Combined techniques of filtering and speckle tracking / Martino Alessandrini; 18. Summary and future directions / Jan D'hooge and Lasse Lovstakken
Part IV. Selected applications;19. Segmentation of the carotid artery IMT in ultrasound / Kristen M. Meiburger, Cristina Caresio, Massimo Salvi, U. Rajendra Acharya, and Filippo Molinari; 20. Ultrasound carotid plaque video segmentation / Christos P. Loizou and Constantinos S. Pattichis; 21. Ultrasound asymptomatic carotid plaque image analysis for the prediction of the risk of stroke / Efthyvoulos Kyriacou and Andrew Nicolaides; 22. 3D segmentation and texture analysis of the carotid arteries / Aaron Fenster, Bernard Chiu, and Eranga Ukwatta
23. Carotid artery mechanics assessed by ultrasound / R.G.P. Lopata, M.C.M. Rutten and M.R.H.M. van Sambeek; 24. Carotid artery wall motion and strain analysis using tracking / Spyretta Golemati and Konstantina S. Nikita; 25. IVUS tracking: advantages and disadvantages of intravascular ultrasound in the detection of artery geometrical features and plaque type morphology / V. Kigka, T. Exarchos, G. Rigas, A. Sakellarios, P. Siogkas, L.K. Michalis and D.I. Fotiadis; 26. Introduction to speckle tracking in cardiac ultrasound imaging / Damien Garcia, Pierre Lantelme and Eric Saloux
edited by Christos P. Loizou, Constantinos S. Pattichis and Jan D'hooge.
Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty
Includes bibliographical references and index.
Stevenage : The Institution of Engineering and Technology, 2018