Mathematical methods in signal processing and digital image analysis
著者
書誌事項
Mathematical methods in signal processing and digital image analysis
（Understanding complex systems / founding editor, J.A. Scott Kelso）（Springer complexity）
Springer, c2008
- タイトル別名
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Mathematical methods in time series analysis and and digital image processing
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
This coherent and articulate volume summarizes work carried out in the field of theoretical signal and image processing. It focuses on non-linear and non-parametric models for time series as well as on adaptive methods in image processing. The aim of this volume is to bring together research directions in theoretical signal and imaging processing developed rather independently in electrical engineering, theoretical physics, mathematics and the computer sciences.
目次
Multivariate Time Series Analysis.- Surrogate Data - A Qualitative and Quantitative Analysis.- Multiscale Approximation.- Inverse Problems and Parameter Identification in Image Processing.- Analysis of Bivariate Coupling by Means of Recurrence.- Structural Adaptive Smoothing Procedures.- Nonlinear Analysis of Multi-Dimensional Signals: Local Adaptive Estimation of Complex Motion and Orientation Patterns.
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