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Books > Computing & IT > Applications of computing > Image processing
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Digital Image Restoration (Hardcover)
Loot Price: R2,698
Discovery Miles 26 980
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Digital Image Restoration (Hardcover)
Series: Springer Series in Information Sciences S., v. 23
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The field of digital image restoration is concerned with the
reconstruction or estimation of uncorrupted images from noisy,
blurred ones. This blurring may be caused by optical distortions,
object motion during imaging, or atmospheric turbulence. There are
existing or potential applications of image restoration in many
scientific and engineering fields, such as aerial imaging, remote
sensing, electron microscopy and medical imaging. This book
describes recent advances and provides a survey of the field. New
research results are presented on the formulation of the
restoration problem, the implementation of restoration algorithms
using artificial neural networks, the derivation and application of
non-stationary mathematical image models, the development of
simultaneous image and blur parameter identification and
restoration algorithms, and the development of algorithms for
restoring scanned photographic images. Special attention is paid to
issues of numerical instrumentation. A large number of
illustrations demonstrate the performance of the restoration
approaches.
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