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Digital Picture Processing: An Introduction: Springer Series in Information Sciences, cartea 9

Autor Leonid P. Yaroslavsky
en Limba Engleză Paperback – 24 ian 2012
The text has been prepared for researchers involved in picture processing. It is designed to help them in mastering the methods at the professional level. From the viewpoint of both signal theory and information theory, the treatment covers the basic principles of the digital methods for the processing of continuous signals such as picture signals. In addition, it reviews schemes for correcting signal distortion in imaging systems, for the enhancement of picture contrast, and for the automatic measurement of picture details. The text contains new results on digital filtering and transformation, and a new approach to picture processing. The main applications, as documented by numerous examples, are in space research, remote sensing, medical diag­ nostics, nondestructive testing. The material has been tested extensively in class-room use with students of both computer science and electrical engineering at the senior undergraduate and the first-year graduate level. The present edition is not a translation of the original Russian book, but it has been extended substantially as well as updated. The author is grate­ ful to Dr. H. Lotsch of Springer-Verlag for his proposal to prepare this text and for many helpful suggestions. He likes to thank Dr. P. Hawkes for a careful copy-editing of the manuscript, and acknowledges numerous criti­ cal comments by Professors S.L. Gorelik, T.S. Huang, A.W. Lohmann,and A.M. Trakhtman.
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Specificații

ISBN-13: 9783642819315
ISBN-10: 3642819311
Pagini: 292
Ilustrații: XII, 276 p. 27 illus.
Dimensiuni: 155 x 235 x 15 mm
Greutate: 0.41 kg
Ediția:Softcover reprint of the original 1st ed. 1985
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Springer Series in Information Sciences

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

1. Introduction.- 1 Fundamentals of the Theory of Digital Signal Processing.- 2. Elements of Signal Theory.- 3. Discretization and Quantization of Signals.- 4. Discrete Representations of Linear Transforms.- 5. Linear Transform Algorithms.- 6. Digital Statistical Methods.- 2 Picture Processing.- 7. Correcting Imaging Systems.- 8. Picture Enhancement and Preparation.- 9. Measuring the Coordinates of Objects in Pictures.- 10-Conclusion.- References.