Digital Picture Processing

An Introduction

Leonid P. Yaroslavsky (Autor)

Buch | Softcover

XII, 276 Seiten

2012 | 1. Softcover reprint of the original 1st ed. 1985
Springer Berlin (Verlag)
978-3-642-81931-5 (ISBN)

Artikel merken

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.

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.

Erscheint lt. Verlag	24.1.2012
Reihe/Serie	Springer Series in Information Sciences
Zusatzinfo	XII, 276 p. 27 illus.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	445 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Naturwissenschaften ► Physik / Astronomie ► Mechanik
	Naturwissenschaften ► Physik / Astronomie ► Optik
	Technik ► Elektrotechnik / Energietechnik
Schlagworte	algorithms • Aster • Computer Graphics • Design • Engine • filtering • Information • Information Theory • Interference • Interpolation • Remote Sensing • sensing • Signal • Signal Processing • Transformation
ISBN-10	3-642-81931-1 / 3642819311
ISBN-13	978-3-642-81931-5 / 9783642819315
Zustand	Neuware