Digital Picture Processing (eBook)

Azriel Rosenfeld (Autor)

eBook Download: PDF

2014 | 2. Auflage
349 Seiten
Elsevier Science (Verlag)
978-1-4832-9478-0 (ISBN)

Infos

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.

Inhalt

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

Produkt-Details

• Erscheint lt. Verlag: 28.6.2014
• Sprache: englisch
• Themenwelt: Informatik ► Grafik / Design ► Digitale Bildverarbeitung
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Naturwissenschaften ► Physik / Astronomie ► Optik
• Themenwelt: Technik ► Bauwesen
• Themenwelt: Technik ► Maschinenbau
• Themenwelt: Technik ► Nachrichtentechnik
• ISBN-10: 1-4832-9478-1 / 1483294781
• ISBN-13: 978-1-4832-9478-0 / 9781483294780