Biomedical Image Analysis (Hardcover)
暫譯: 生物醫學影像分析 (精裝版)
Rangaraj M. Rangayyan
- 出版商: CRC
- 出版日期: 2004-12-30
- 售價: $6,550
- 貴賓價: 9.5 折 $6,223
- 語言: 英文
- 頁數: 1312
- 裝訂: Hardcover
- ISBN: 0849396956
- ISBN-13: 9780849396953
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商品描述
Computers have become an integral part of medical imaging systems and are used for everything from data acquisition and image generation to image display and analysis. As the scope and complexity of imaging technology steadily increase, more advanced techniques are required to solve the emerging challenges.
Biomedical Image Analysis demonstrates the benefits reaped from the application of digital image processing, computer vision, and pattern analysis techniques to biomedical images, such as adding objective strength and improving diagnostic confidence through quantitative analysis. The book focuses on post-acquisition challenges such as image enhancement, detection of edges and objects, analysis of shape, quantification of texture and sharpness, and pattern analysis, rather than on the imaging equipment and imaging techniques. Each chapter addresses several problems associated with imaging or image analysis, outlining the typical processes, then detailing more sophisticated methods directed to the specific problems of interest.
Biomedical Image Analysis is useful for senior undergraduate and graduate biomedical engineering students, practicing engineers, and computer scientists working in diverse areas such as telecommunications, biomedical applications, and hospital information systems.
商品描述(中文翻譯)
電腦已成為醫學影像系統不可或缺的一部分,並用於從數據獲取、影像生成到影像顯示和分析的各個方面。隨著影像技術的範圍和複雜性不斷增加,解決新出現的挑戰需要更先進的技術。
《生物醫學影像分析》展示了數位影像處理、計算機視覺和模式分析技術應用於生物醫學影像所帶來的好處,例如通過定量分析增強客觀性和提高診斷信心。本書專注於後獲取挑戰,如影像增強、邊緣和物體檢測、形狀分析、紋理和清晰度的量化以及模式分析,而不是影像設備和影像技術。每一章都針對與影像或影像分析相關的幾個問題,概述典型過程,然後詳細說明針對特定問題的更複雜方法。
《生物醫學影像分析》對於高年級本科生和研究生的生物醫學工程學生、實務工程師以及在電信、生物醫學應用和醫院資訊系統等多個領域工作的計算機科學家都非常有用。