دانلود کتاب بیوسیگنال و پردازش تصاویر پزشکی
Biosignal and Medical Image Processing, 3ed

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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.

Review

“…An excellent review of the actual trendiest techniques in signal processing with a very clear (and simplified) description of their capabilities in signal and image analysis. Matlab examples are an excellent addition to provide students with capabilities to understand better how the techniques work…”
–Enrique Nava Baro, PhD, University of MÁlaga, Spain

“The book is a welcome addition to the teaching literature for biomedical engineering, building on the previous edition’s friendly approach to introducing the material. This makes it particularly suitable for biomedical engineering, a field in which students come from a variety of backgrounds, and where familiarity of the fundamentals of electrical engineering cannot be assumed.”
–David A. Clifton, University of Oxford, UK

Contents

Chapter 1 Introduction
Chapter 2 Biosignal Measurements, Noise, and Analysis
Chapter 3 Spectral Analysis: Classical Methods
Chapter 4 Noise Reduction and Digital Filters
Chapter 5 Modern Spectral Analysis: The Search for Narrowband Signals
Chapter 6 Time-Frequency Analysis
Chapter 7 Wavelet Analysis
Chapter 8 Optimal and Adaptive Filters
Chapter 9 MuItivariate Analyses: PrincipaI Component Analysis and Independent Component Analysis
Chapter 10 Chaos and Nonlinear Dynamics
Chapter 11 Nonlinearity Detection: Information-Based Methods
Chapter 12 Fundamentals of Image Processing: The MATLAB Image Processing Toolbox
Chapter 13 Image Processing: Filters, Transformations,and Registration
Chapter 14 Image Segmentation
Chapter 15 Image Acquisition and Reconstruction
Chapter 16 ClassificationI: Linear Discriminant Analysis and Support Vector Machines
Chapter 17 Classification II: Adaptive Neural Nets

قیمت : 3000 تومان
لینک کوتاه : https://bookbaz.ir/?p=42498
نویسنده : John L. Semmlow
ناشر : CRC Press; 3 edition
سال انتشار : 2014
زبان کتاب : انگلیسی
نوع فایل : PDF
تعداد صفحات : 616
(ISBN) شابک : 1466567368
قیمت کتاب درآمازون : $101.79
حجم فایل : 10 MB

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