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Anglický jazyk
Nonlinear Smoothing and Multiresolution Analysis
Autor: Carl Rohwer
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...
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O knihe
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.
- Vydavateľstvo: Birkhäuser Basel
- Rok vydania: 2005
- Formát: Hardback
- Rozmer: 241 x 160 mm
- Jazyk: Anglický jazyk
- ISBN: 9783764372293
