Digital image processing

By: Castleman, Kenneth RMaterial type: TextTextPublication details: Englewood Cliffs, New Jersey. : Prentice Hall, ©1996Description: xviii, 667 p. : illustrationsISBN: 0132114674 ; 9780132114677Subject(s): Image processing - Digital techniques | Image Processing - Digital Techniques | Image Processing - Digital Techniques - Problems and Exercises | Optical recognition of forms (Informatics) Beeldverwerking | Digital technieken | Processamento e detecao de sinais | Image processing - Use of - ComputersDDC classification: 621.367
Contents:
Images and digital processing -- Digitizing image display -- Image-processing software -- Gray-level histogram -- Point operations -- Algebraic operations -- Geometric operations -- Linear system theory -- Fourier transform -- Filter design -- Processing sampled data -- Discrete image transforms -- Wavelet transforms -- Optics and system analysis -- Image restoration -- Image compression -- Pattern recognition: image segmentation -- Pattern recognition: object measurement -- Pattern recognition: classification and estimation -- Color and multispectral image processing -- Three-dimensional image processing.
Summary: Digital image processing has experienced explosive growth over the past two decades. Public awareness has increased by way of video games, digital video special effects used in the entertainment industry, as well as articles in the mainstream press. However, the most significant impact of digital image processing in the 90s will be in the area of applications to real-world problems. To help readers keep pace, author Kenneth R. Castleman concentrates on those techniques that have proven most useful in practice. Part I presents several important concepts that can be developed without detailed mathematical analysis for a basic understanding. Part II addresses techniques that rely more on mathematics and elaborates analytically on certain concepts introduced in Part I. Part III covers specific application areas that are particularly important in industry, science, and medicine.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
Reference Books Reference Books Main Library
Reference 		Reference 621.367 CAS (Browse shelf(Opens below)) Available 003676
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Included Index

Images and digital processing --
Digitizing image display --
Image-processing software --
Gray-level histogram --
Point operations --
Algebraic operations --
Geometric operations --
Linear system theory --
Fourier transform --
Filter design --
Processing sampled data --
Discrete image transforms --
Wavelet transforms --
Optics and system analysis --
Image restoration --
Image compression --
Pattern recognition: image segmentation --
Pattern recognition: object measurement --
Pattern recognition: classification and estimation --
Color and multispectral image processing --
Three-dimensional image processing.

Digital image processing has experienced explosive growth over the past two decades. Public awareness has increased by way of video games, digital video special effects used in the entertainment industry, as well as articles in the mainstream press. However, the most significant impact of digital image processing in the 90s will be in the area of applications to real-world problems. To help readers keep pace, author Kenneth R. Castleman concentrates on those techniques that have proven most useful in practice. Part I presents several important concepts that can be developed without detailed mathematical analysis for a basic understanding. Part II addresses techniques that rely more on mathematics and elaborates analytically on certain concepts introduced in Part I. Part III covers specific application areas that are particularly important in industry, science, and medicine.

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