Biosignal and Medical Image Processing, 3/e (Hardcover)
暫譯: 生物信號與醫學影像處理,第3版 (精裝本)
John L. Semmlow, Benjamin Griffel
- 出版商: CRC
- 出版日期: 2014-02-25
- 售價: $6,170
- 貴賓價: 9.5 折 $5,862
- 語言: 英文
- 頁數: 630
- 裝訂: Hardcover
- ISBN: 1466567368
- ISBN-13: 9781466567368
海外代購書籍(需單獨結帳)
商品描述
Written specifically for biomedical engineers, Biosignal and Medical Image Processing, Third Edition provides a complete set of signal and image processing tools, including diagnostic decision-making tools, and classification methods. Thoroughly revised and updated, it supplies important new material on nonlinear methods for describing and classifying signals, including entropy-based methods and scaling methods. A full set of PowerPoint slides covering the material in each chapter and problem solutions is available to instructors for download.
See What’s New in the Third Edition:
- Two new chapters on nonlinear methods for describing and classifying signals.
- Additional examples with biological data such as EEG, ECG, respiration and heart rate variability
- Nearly double the number of end-of-chapter problems
- MATLAB® incorporated throughout the text
- Data "cleaning" methods commonly used in such areas as heart rate variability studies
The text provides a general understanding of image processing sufficient to allow intelligent application of the concepts, including a description of the underlying mathematical principals when needed. Throughout this textbook, signal and image processing concepts are implemented using the MATLAB® software package and several of its toolboxes.
The challenge of covering a broad range of topics at a useful, working depth is motivated by current trends in biomedical engineering education, particularly at the graduate level where a comprehensive education must be attained with a minimum number of courses. This has led to the development of "core" courses to be taken by all students. This text was written for just such a core course. It is also suitable for an upper-level undergraduate course and would also be of value for students in other disciplines that would benefit from a working knowledge of signal and image processing.
商品描述(中文翻譯)
專為生醫工程師撰寫的《生物信號與醫學影像處理(第三版)》提供了一整套信號和影像處理工具,包括診斷決策工具和分類方法。此書經過全面修訂和更新,提供了有關描述和分類信號的非線性方法的重要新材料,包括基於熵的方法和縮放方法。每章的內容和問題解決方案的完整PowerPoint簡報可供教師下載。
第三版的新內容包括:
- 兩個有關描述和分類信號的非線性方法的新章節。
- 針對生物數據(如腦電圖 EEG、心電圖 ECG、呼吸和心率變異性)的額外範例。
- 幾乎是章末問題數量的兩倍。
- 整本書中均融入 MATLAB®。
- 在心率變異性研究等領域常用的數據“清理”方法。
本書提供了足夠的影像處理一般理解,以便能夠智能地應用這些概念,並在需要時描述其背後的數學原理。在這本教科書中,信號和影像處理概念是使用 MATLAB® 軟體包及其幾個工具箱來實現的。
涵蓋廣泛主題並達到實用深度的挑戰,受到當前生醫工程教育趨勢的驅動,特別是在研究生層級,必須以最少的課程獲得全面的教育。這導致了所有學生必須修習的“核心”課程的發展。本書正是為這樣的核心課程而寫,也適合高年級本科課程,對於其他學科的學生也具有價值,因為他們將從信號和影像處理的實用知識中受益。