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Digital holography and digital image processing are twins born by
computer era. They share origin, theoretical base, methods and
algorithms. The present book describes these common fundamentals
principles, methods and algorithms including image and hologram
digitization, data compression, digital transforms and efficient
computational algorithms, statistical and Monte-Carlo methods,
image restoration and enhancement, image reconstruction in
tomography and digital holography, discrete signal resampling and
image geometrical transformations, accurate measurements and
reliable target localization in images, recording and
reconstruction of computer generated holograms, adaptive and
nonlinear filters for sensor signal perfecting and image
restoration and enhancement. The book combines theory, heavily
illustrated practical methods and efficient computational
algorithms and is written for senior-level undergraduate and
graduate students, researchers and engineers in optics, photonics,
opto-electronics and electronic engineering.
1.1 Digital Optics as a Subject Improvement of the quality of
optical devices has always been the central task of experimental
optics. In modern terms, improvements in sensitivity and resolution
have equated higher quality with greater informational throughput.
For most of today's applications, optics and electronics have, in
essence, solved the problem of generating high quality pictures
with great informational ca pacity. Effective use of the enormous
amount of information contained in the images necessitates
processing pictures, holograms, and interferograms. The manner in
which information might be extracted from optical entities has be
come a topic of current interest. The informational aspects of
optical signals and systems might serve as a basis for attacking
this question by making use of information theory and signal
communication theory, and by enlisting modern tools and methods for
data processing (the most important and powerful of which are those
of digi tal computation). Exploiting modern advances in electronics
has allowed new wavelength ranges and new kinds of radiation to be
used in optics. Comput ers have extended our knowledge of the
informational essence of radiation. Thus, computerized optical
devices enhance not only the optical capabilities of sight, but
also its analytical capabilities as well, thus opening
qualitatively new horizons to all the areas in which optical
devices have found application."
1.1 Digital Optics as a Subject Improvement of the quality of
optical devices has always been the central task of experimental
optics. In modern terms, improvements in sensitivity and resolution
have equated higher quality with greater informational throughput.
For most of today's applications, optics and electronics have, in
essence, solved the problem of generating high quality pictures
with great informational ca pacity. Effective use of the enormous
amount of information contained in the images necessitates
processing pictures, holograms, and interferograms. The manner in
which information might be extracted from optical entities has be
come a topic of current interest. The informational aspects of
optical signals and systems might serve as a basis for attacking
this question by making use of information theory and signal
communication theory, and by enlisting modern tools and methods for
data processing (the most important and powerful of which are those
of digi tal computation). Exploiting modern advances in electronics
has allowed new wavelength ranges and new kinds of radiation to be
used in optics. Comput ers have extended our knowledge of the
informational essence of radiation. Thus, computerized optical
devices enhance not only the optical capabilities of sight, but
also its analytical capabilities as well, thus opening
qualitatively new horizons to all the areas in which optical
devices have found application."
Digital holography and digital image processing are twins born by
computer era. They share origin, theoretical base, methods and
algorithms. The present book describes these common fundamentals
principles, methods and algorithms including image and hologram
digitization, data compression, digital transforms and efficient
computational algorithms, statistical and Monte-Carlo methods,
image restoration and enhancement, image reconstruction in
tomography and digital holography, discrete signal resampling and
image geometrical transformations, accurate measurements and
reliable target localization in images, recording and
reconstruction of computer generated holograms, adaptive and
nonlinear filters for sensor signal perfecting and image
restoration and enhancement. The book combines theory, heavily
illustrated practical methods and efficient computational
algorithms and is written for senior-level undergraduate and
graduate students, researchers and engineers in optics, photonics,
opto-electronics and electronic engineering.
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