ONE-AND MULTIDIMENSIONAL SIGNAL PROCESSING
Ouvrage 0-471-80541-6 : ONE-AND MULTIDIMENSIONAL SIGNAL PROCESSING
With the constant increase in applications involving image processing
and multimedia
procedures digital signal processing (DSP) is important for modern
information
engineering. One- and Multidimensional Signal Processing provides an
introduction to
the algorithmic basics of image and TV communication systems as well
as for systems in
automation and robotic applications using sensor based imaging
techniques. This novel
combination of both one- and multidimensional signal processing
discusses the similarities
between the two and aids the understanding of one theory over the
other.
Presents an applications-oriented approach to image processing
including TV
signal processing and discusses image scanning and the use of
DSP procedures or
digital filters
Provides clear and comprehensive coverage of basic concepts such
as spatial
frequency, spatio-temporal signal processing and the spectral
representation of
motion and tracking of moving objects
Features examples of applications including image pick-up and
display as well as
still image filtering and image sequence interpolation
Introduces new design strategies for finite-impulse response
(FIR) filters for image
processing applciations using spatial and frequency design
constraints
Includes an introduction to nonlinear image processing
techniques applying edge
detection operators, morphological operators and rank order
filters
Such a practical book will have wide-ranging appeal as a valuable
resource for
researchers and developers and as an ideal introductory text for
senior undergraduate and
postgraduate students.
TABLE OF CONTENTS
One- and Multidimensional Signal Processing:
Algorithmic and Applications in Image Processing
Hartmut Schröder (Universit„t Dortmund, Dortmund,
Germany)
Holger Blume (Institute of Technology, RWTH Aachen,
Germany)
ISBN: 0-471-80541-6
Introduction
Multidimensional Signals and Systems
Spatio-Temporal Scanning of Multidimensional Signals
Discrete Signals and Linear Systems
Elementary Filter Structures and the z-Tranform
Discrete Fourier Transform
Design of IIR Filters
Characteristics and design of FIR Filters
Characteristics and Design of 2D FIR Filters for Video Signal
Processing
Operators for Image Processing
Rank Order Filters
Bibliography
Auteur : SCHRODER
Editeur : JOHN WILEY
Nombre de pages : 360
Date de publication : 11 2000
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