Nonlinear Smoothing and Multiresolution Analysis is popular PDF and ePub book, written by Carl Rohwer in 2006-01-17, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Nonlinear Smoothing and Multiresolution Analysis can be Read Online from any device for your convenience.
Nonlinear Smoothing and Multiresolution Analysis Book PDF Summary
This monograph presents a new theory for analysis, comparison and design of nonlinear smoothers, linking to established practices. Although a part of mathematical morphology, the special properties yield many simple, powerful and illuminating results leading to a novel nonlinear multiresolution analysis with pulses that may be as natural to vision as wavelet analysis is to acoustics. Similar to median transforms, they have the advantages of a supporting theory, computational simplicity, remarkable consistency, full trend preservation, and a Parceval-type identity. Although the perspective is new and unfamiliar to most, the reader can verify all the ideas and results with simple simulations on a computer at each stage. The framework developed turns out to be a part of mathematical morphology, but the additional specific structures and properties yield a heuristic understanding that is easy to absorb for practitioners in the fields like signal- and image processing. The book targets mathematicians, scientists and engineers with interest in concepts like trend, pulse, smoothness and resolution in sequences.
Detail Book of Nonlinear Smoothing and Multiresolution Analysis PDF
- Author : Carl Rohwer
- Release : 17 January 2006
- Publisher : Springer Science & Business Media
- ISBN : 9783764373825
- Genre : Mathematics
- Total Page : 137 pages
- Language : English
- PDF File Size : 11,7 Mb
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