Nonlinear Digital Filters

Principles and Applications

Ioannis Pitas, Anastasios N. Venetsanopoulos (Autoren)

Buch | Softcover

392 Seiten

2010 | Softcover reprint of hardcover 1st ed. 1990
Springer-Verlag New York Inc.
978-1-4419-5120-5 (ISBN)

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The function of a filter is to transform a signal into another one more suit able for a given purpose. As such, filters find applications in telecommunica tions, radar, sonar, remote sensing, geophysical signal processing, image pro cessing, and computer vision. Numerous authors have considered deterministic and statistical approaches for the study of passive, active, digital, multidimen sional, and adaptive filters. Most of the filters considered were linear although the theory of nonlinear filters is developing rapidly, as it is evident by the numerous research papers and a few specialized monographs now available. Our research interests in this area created opportunity for cooperation and co authored publications during the past few years in many nonlinear filter families described in this book. As a result of this cooperation and a visit from John Pitas on a research leave at the University of Toronto in September 1988, the idea for this book was first conceived. The difficulty in writing such a mono graph was that the area seemed fragmented and no general theory was available to encompass the many different kinds of filters presented in the literature. However, the similarities of some families of nonlinear filters and the need for such a monograph providing a broad overview of the whole area made the pro ject worthwhile. The result is the book now in your hands, typeset at the Department of Electrical Engineering of the University of Toronto during the summer of 1989.

1. Introduction.- 2. Statistical preliminaries.- 3. Image formation.- 4. Median filters.- 5. Digital filters based on order statistics.- 6. Morphological image and signal processing.- 7. Homomorphie filters.- 8. Polynomial filters.- 9. Adaptive nonlinear filters.- 10. Generalizations and new trends.- 11. Algorithms and architectures.

Erscheint lt. Verlag	9.12.2010
Reihe/Serie	The Springer International Series in Engineering and Computer Science ; 84
Zusatzinfo	XVI, 392 p.
Verlagsort	New York, NY
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik
Themenwelt	Technik ► Elektrotechnik / Energietechnik
ISBN-10	1-4419-5120-2 / 1441951202
ISBN-13	978-1-4419-5120-5 / 9781441951205
Zustand	Neuware