Real-Time Processing of Ultrasound Images
State-of-the-Art and Future Perspectives
Buch in deiner Nähe kaufen
Beschreibung
This book provides valuable insights for researchers, clinicians, and developers working at the intersection of medical imaging and real-time signal processing. It delivers a clear and in-depth exploration of advanced techniques for real-time ultrasound (US) image processing, with a particular emphasis on state-of-the-art denoising and super-resolution methods. Ultrasound is one of the most widely used imaging modalities in medicine-valued for its affordability, portability, and safety. However, challenges such as speckle noise and limited resolution can hinder its diagnostic potential. This book addresses these issues head-on, presenting real-time techniques that significantly enhance image quality and support more accurate clinical interpretation. From static US images to dynamic 2D videos and 3D volumes, the book discusses how real-time processing can improve US images for disease diagnosis and tracking. Readers will gain a comprehensive understanding of current solutions, including comparative reviews of existing methods, practical insights into implementation, and analysis of both computational demands and hardware requirements. Whether the reader is designing medical imaging software, conducting research, or seeking to optimise clinical workflows, this book offers both the technical depth and real-world perspective needed to advance your work in ultrasound imaging.
In addition, this book:
- Provides practical insight for researchers, clinicians, and industry professionals handling ultrasound image processing
- Comprehensively reviews the approaches, challenges, and solutions of real-time processing of ultrasound images
- Includes in-depth discussions on ultrasound denoising, enhancement, and super-resolution
This book provides valuable insights for researchers, clinicians, and developers working at the intersection of medical imaging and real-time signal processing. It delivers a clear and in-depth exploration of advanced techniques for real-time ultrasound (US) image processing, with a particular emphasis on state-of-the-art denoising and super-resolution methods. Ultrasound is one of the most widely used imaging modalities in medicine - valued for its affordability, portability, and safety. However, challenges such as speckle noise and limited resolution can hinder its diagnostic potential. This book addresses these issues head-on, presenting real-time techniques that significantly enhance image quality and support more accurate clinical interpretation. From static US images to dynamic 2D videos and 3D volumes, the book discusses how real-time processing can improve US images for disease diagnosis and tracking. Readers will gain a comprehensive understanding of current solutions, including comparative reviews of existing methods, practical insights into implementation, and analysis of both computational demands and hardware requirements. Whether the reader is designing medical imaging software, conducting research, or seeking to optimise clinical workflows, this book offers both the technical depth and real-world perspective needed to advance your work in ultrasound imaging.
Provides practical insight for researchers, clinicians, and industry professionals handling ultrasound image processing Comprehensively reviews the approaches, challenges, and solutions of real-time processing of ultrasound images Includes in-depth discussions on ultrasound denoising, enhancement, and super-resolution
Autor*in
Simone Cammarasana
Themen in »Real-Time Processing of Ultrasound Images«
Ultrasound Images Image Denoising Image Enhancement Super-Resolution Scientific Visualization Computer Vision Medical Images US Image Processing