Rosenfeld Digital Picture Processing

2. Auflage 2014
ISBN: 978-1-4832-9478-0
Verlag: Elsevier Science & Techn.
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band Volume 2, 349 Seiten, Web PDF

Reihe: Computer Science and Scientific Computing

Digital Picture Processing

The late Azriel Rosenfeld was a tenured research professor, a distinguished university professor, and the Founding Director of the Center for Automation Research at the University of Maryland in College Park, where he also held affiliate professorships in the departments of computer science, electrical engineering, and psychology. Dr. Rosenfeld was widely regarded as the leading researcher in the world in the field of computer image analysis. Over a period of nearly 40 years, he made fundamental and pioneering contributions to nearly every area of that field. He wrote the first textbook in the field, was founding editor of its first journal, and was co-chairman of its first international conference. He published over 30 books and over 600 book chapters and journal articles, and directed nearly 60 Ph.D. dissertations. Dr. Rosenfeld's research on digital image analysis—specifically on digital geometry and topology and the accurate measurement of statistical features of digital images in the 1960s and 1970s—formed the foundation for a generation of industrial vision inspection systems that have found widespread applications from the automotive to the electronics industry. He was a Fellow of the IEEE and the Washington Academy of Sciences; a Founding Fellow of the AAAI, the ACM, and the IAPR. Among his numerous awards and honors are the IEEE's Emanuel Piore Award, its Third Millennium Medal, and its Distinguished Service Award for Lifetime Achievement in Computer Vision and Pattern Recognition.

Autoren/Hrsg.

Rosenfeld, Azriel

Inhaltsverzeichnis

1;Front Cover;1
2;Digital Picture Processing;4
3;Copyright Page;5
4;Table of Contents;6
5;Preface;8
6;Acknowledgments;10
7;Contents of Volume I;12
8;Introduction;14
8.1;Picture Processing;14
8.2;Scenes, Images, and Digital Pictures;15
8.3;A Guide to the Literature;21
8.4;References;22
9;Chapter 9. Matching;23
9.1;9.1 Imaging Geometry;24
9.2;9.2 Registration;36
9.3;9.3 Geometric Transformation;44
9.4;9.4 Match Measurement;49
9.5;9.5 Biblographical Notes;62
9.6;Appendix: Analysis of Time-Varying Imagery;63
9.7;References;66
10;Chapter 10. Segmentation;68
10.1;10.1 Pixel Classification;70
10.2;10.2 Edge Detection;97
10.3;10.3 Feature Detection;125
10.4;10.4 Sequential Segmentation;143
10.5;10.5 Iterative Segmentation: "Relaxation";165
10.6;10.6 Bibliographical Notes;197
10.7;References;200
11;Chapter 11. Representation;204
11.1;11.1 Representation Schemes;204
11.2;11.2 Conversion between Representations;223
11.3;11.3 Geometric Property Measurement;253
11.4;11.4 Bibliographical Notes;284
11.5;References;285
12;Chapter 12. Description;289
12.1;12.1 Properties;290
12.2;12.2 Models;317
12.3;12.3 Bibliographical Notes;353
12.4;Appendix: Analysis of Three-Dimensional Scenes;353
12.5;References;357
13;Index;360
14;Computer Science and Applied Mathematics;363