Real-Time Processing of Ultrasound Images: State-Of-The-Art and Future Perspectives
暫譯: 超聲影像的即時處理:最前沿技術與未來展望
Cammarasana, Simone, Patanè, Giuseppe
- 出版商: Springer
- 出版日期: 2026-01-13
- 售價: $6,990
- 貴賓價: 9.5 折 $6,641
- 語言: 英文
- 頁數: 127
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 303205804X
- ISBN-13: 9783032058041
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相關分類:
數位影像處理 Digital-image
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相關主題
商品描述
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.
商品描述(中文翻譯)
本書為在醫學影像與即時信號處理交匯處工作的研究人員、臨床醫生和開發者提供了寶貴的見解。它深入探討了即時超聲(US)影像處理的先進技術,特別強調最先進的去噪和超解析度方法。超聲是醫學中最廣泛使用的影像模式之一,因其經濟實惠、便攜性和安全性而受到重視。然而,斑點噪聲和有限的解析度等挑戰可能會妨礙其診斷潛力。本書正面解決這些問題,提出了顯著提升影像品質並支持更準確臨床解釋的即時技術。從靜態的超聲影像到動態的2D視頻和3D體積,本書討論了即時處理如何改善超聲影像以進行疾病診斷和追蹤。讀者將全面了解當前的解決方案,包括對現有方法的比較評估、實施的實用見解,以及對計算需求和硬體要求的分析。無論讀者是設計醫學影像軟體、進行研究,還是尋求優化臨床工作流程,本書都提供了推進超聲影像工作所需的技術深度和現實觀點。
作者簡介
Simone Cammarasana is a researcher at CNR-IMATI, Italy. His research has focused on signal analysis, processing, and visualisation. In particular, he has designed novel methods for the real-time processing of ultrasound images and videos. He has been the scientific responsible for five ISCRA-C with CINECA on HPC and AI. He has collaborated with international research institutes, companies, and healthcare institutions.
Giuseppe Patanè is a senior researcher at CNR-IMATI, Italy. Since 2001, his research and teaching activities have been focused mainly on Computer Graphics, Information Visualisation, Geometric Modelling, and Shape Analysis. He is the author of scientific publications in Computer Science and a tutor of Marie Curie researchers, Ph.D., and Post.Doc students. He is also responsible for research and development activities in national and European projects.
作者簡介(中文翻譯)
Simone Cammarasana 是意大利 CNR-IMATI 的研究員。他的研究專注於信號分析、處理和可視化。特別是,他設計了用於實時處理超聲影像和視頻的新方法。他曾擔任五個與 CINECA 合作的 ISCRA-C 項目的科學負責人,專注於高效能計算 (HPC) 和人工智慧 (AI)。他與國際研究機構、公司和醫療機構有過合作。
Giuseppe Patanè 是意大利 CNR-IMATI 的高級研究員。自 2001 年以來,他的研究和教學活動主要集中在計算機圖形學、信息可視化、幾何建模和形狀分析。他是計算機科學領域的科學出版物作者,也是 Marie Curie 研究員、博士生和博士後學生的導師。他還負責國家和歐洲項目的研究與開發活動。