Image Representation and Processing: A Recursive Approach
Gespeichert in:
1. Verfasser: | |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Dordrecht
Springer Netherlands
1993
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Schriftenreihe: | Mathematics and Its Applications
261 |
Schlagworte: | |
Online-Zugang: | Volltext |
Beschreibung: | Recently, much attention has been paid to image processing with multiresolution and hierarchical structures such as pyramids and trees. This volume deals with recursive pyramids, which combine the advantages of available multiresolution structures and which are convenient both for global and local image processing. Recursive pyramids are based on regular hierarchical (recursive) structures containing data on image fragments of different sizes. Such an image representation technique enables the effective manipulation of pictorial information as well as the development of special hardware or data structures. The major aspects of this book are two original mathematical models of greyscale and binary images represented by recursive structures. Image compression, transmission and processing are discussed using these models. A number of applications are presented, including optical character recognition, expert systems and special computer architecture for pictorial data processing. The majority of results are presented as algorithms applicable to discrete information fields of arbitrary dimensions (e.g. 2-D or 3-D images). The book is divided into six chapters: Chapter 1 provides a brief introduction. Chapter 2 then deals with recursive structures and their properties. Chapter 3 introduces pyramidal image models. Image coding and the progressive transmission of images with gradual refinement are discussed in Chapter 4. Chapters 5 and 6 are devoted to image processing with pyramidal-recursive structures and applications. The volume concludes with a comprehensive bibliography. For applied mathematicians and computer scientists whose work involves computer vision, information theory and other aspects of image representation techniques |
Beschreibung: | 1 Online-Ressource (VIII, 195 p) |
ISBN: | 9789401117470 9789401047661 |
DOI: | 10.1007/978-94-011-1747-0 |
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spelling | Alexandrov, V. V. Verfasser aut Image Representation and Processing A Recursive Approach by V. V. Alexandrov, N. D. Gorsky Dordrecht Springer Netherlands 1993 1 Online-Ressource (VIII, 195 p) txt rdacontent c rdamedia cr rdacarrier Mathematics and Its Applications 261 Recently, much attention has been paid to image processing with multiresolution and hierarchical structures such as pyramids and trees. This volume deals with recursive pyramids, which combine the advantages of available multiresolution structures and which are convenient both for global and local image processing. Recursive pyramids are based on regular hierarchical (recursive) structures containing data on image fragments of different sizes. Such an image representation technique enables the effective manipulation of pictorial information as well as the development of special hardware or data structures. The major aspects of this book are two original mathematical models of greyscale and binary images represented by recursive structures. Image compression, transmission and processing are discussed using these models. A number of applications are presented, including optical character recognition, expert systems and special computer architecture for pictorial data processing. The majority of results are presented as algorithms applicable to discrete information fields of arbitrary dimensions (e.g. 2-D or 3-D images). The book is divided into six chapters: Chapter 1 provides a brief introduction. Chapter 2 then deals with recursive structures and their properties. Chapter 3 introduces pyramidal image models. Image coding and the progressive transmission of images with gradual refinement are discussed in Chapter 4. Chapters 5 and 6 are devoted to image processing with pyramidal-recursive structures and applications. The volume concludes with a comprehensive bibliography. For applied mathematicians and computer scientists whose work involves computer vision, information theory and other aspects of image representation techniques Computer science Computer network architectures Coding theory Computer vision Computer Science Coding and Information Theory Computer Imaging, Vision, Pattern Recognition and Graphics Computer Systems Organization and Communication Networks Informatik Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content Bildverarbeitung (DE-588)4006684-8 s Mathematisches Modell (DE-588)4114528-8 s 2\p DE-604 Gorsky, N. D. Sonstige oth https://doi.org/10.1007/978-94-011-1747-0 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
spellingShingle | Alexandrov, V. V. Image Representation and Processing A Recursive Approach Computer science Computer network architectures Coding theory Computer vision Computer Science Coding and Information Theory Computer Imaging, Vision, Pattern Recognition and Graphics Computer Systems Organization and Communication Networks Informatik Bildverarbeitung (DE-588)4006684-8 gnd Mathematisches Modell (DE-588)4114528-8 gnd |
subject_GND | (DE-588)4006684-8 (DE-588)4114528-8 (DE-588)4143413-4 |
title | Image Representation and Processing A Recursive Approach |
title_auth | Image Representation and Processing A Recursive Approach |
title_exact_search | Image Representation and Processing A Recursive Approach |
title_full | Image Representation and Processing A Recursive Approach by V. V. Alexandrov, N. D. Gorsky |
title_fullStr | Image Representation and Processing A Recursive Approach by V. V. Alexandrov, N. D. Gorsky |
title_full_unstemmed | Image Representation and Processing A Recursive Approach by V. V. Alexandrov, N. D. Gorsky |
title_short | Image Representation and Processing |
title_sort | image representation and processing a recursive approach |
title_sub | A Recursive Approach |
topic | Computer science Computer network architectures Coding theory Computer vision Computer Science Coding and Information Theory Computer Imaging, Vision, Pattern Recognition and Graphics Computer Systems Organization and Communication Networks Informatik Bildverarbeitung (DE-588)4006684-8 gnd Mathematisches Modell (DE-588)4114528-8 gnd |
topic_facet | Computer science Computer network architectures Coding theory Computer vision Computer Science Coding and Information Theory Computer Imaging, Vision, Pattern Recognition and Graphics Computer Systems Organization and Communication Networks Informatik Bildverarbeitung Mathematisches Modell Aufsatzsammlung |
url | https://doi.org/10.1007/978-94-011-1747-0 |
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