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authors Castleman, Kenneth R.
year 1993
title Digital image processing
source California Institute of Technologie
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 entertainement 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 of 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 eaborates analytically on certain concepts introduced in Part I. Part III covers specific application aread that are particularly in industry, science, and medicine. Contents: Preface; Images and Digital Processing; Digitizing Images; Digital Image Display; Image Processing Software; The Gray Level Histogram; Point Operations; Algebraic Operations; Geometric Operations; Filter Design; Wavelet Transformations; Image Restorations; Image Compression; Three Dimensional Image Processing; Appendices; Index.
series other
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