Ebook: Digital Picture Processing: An Introduction
- Tags: Optics Optoelectronics Plasmonics and Optical Devices, Acoustics, Image Processing and Computer Vision
- Series: Springer Series in Information Sciences 9
- Year: 1985
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
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.
Content:
Front Matter....Pages I-XII
Introduction....Pages 1-5
Front Matter....Pages 7-7
Elements of Signal Theory....Pages 8-39
Discretization and Quantization of Signals....Pages 40-74
Discrete Representations of Linear Transforms....Pages 75-127
Linear Transform Algorithms....Pages 128-165
Digital Statistical Methods....Pages 166-183
Front Matter....Pages 185-185
Correcting Imaging Systems....Pages 186-210
Picture Enhancement and Preparation....Pages 211-240
Measuring the Coordinates of Objects in Pictures....Pages 241-262
Conclusion....Pages 263-265
Back Matter....Pages 267-276
Content:
Front Matter....Pages I-XII
Introduction....Pages 1-5
Front Matter....Pages 7-7
Elements of Signal Theory....Pages 8-39
Discretization and Quantization of Signals....Pages 40-74
Discrete Representations of Linear Transforms....Pages 75-127
Linear Transform Algorithms....Pages 128-165
Digital Statistical Methods....Pages 166-183
Front Matter....Pages 185-185
Correcting Imaging Systems....Pages 186-210
Picture Enhancement and Preparation....Pages 211-240
Measuring the Coordinates of Objects in Pictures....Pages 241-262
Conclusion....Pages 263-265
Back Matter....Pages 267-276
....