Titlebook: Mathematical Methods in Time Series Analysis and Digital Image Processing; Rainer Dahlhaus,Jürgen Kurths,Jens Timmer Book 2008 Springer-Ve

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Rainer Dahlhaus,Jürgen Kurths,Jens TimmerIncludes supplementary material:

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Understanding Complex Systemshttp://image.papertrans.cn/m/image/626278.jpg

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Analysis of Bivariate Coupling by Means of Recurrence,well-founded methods, like Granger-causality and partial coherence, are based on the theory of linear systems: on correlation functions, spectra and vector autoregressive processes. In this paper we discuss a nonlinear approach using recurrence.

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Nonlinear Analysis of Multi-Dimensional Signals: Local Adaptive Estimation of Complex Motion and Orestimation of motion, which can be thought of as orientation in spatiotemporal signals. Associated problems such as the optimization of matched kernels for deriving isotropic and highly accurate gradients from the signals, optimal integration of local models, and local model selection will also be addressed.

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978-3-642-09482-8Springer-Verlag Berlin Heidelberg 2008

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