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Digital Geometry Algorithms: Theoretical Foundations and Applications to Computational Imaging
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368106950 Buchausg. u.d.T.: ‡Digital geometry algorithms
ISBN
978-94-007-4173-7
Name
Brimkov, Valentin E.
Barneva, Reneta P.
ANZEIGE DER KETTE
Barneva, Reneta P.
T I T E L
Digital Geometry Algorithms
Zusatz zum Titel
Theoretical Foundations and Applications to Computational Imaging
Verlagsort
Dordrecht
Verlag
Springer Netherlands
Erscheinungsjahr
2012
2012
Umfang
Online-Ressource (X, 428 p. 208 illus., 42 illus. in color, digital)
Reihe
Lecture Notes in Computational Vision and Biomechanics ; 2
Notiz / Fußnoten
Description based upon print version of record
Weiterer Inhalt
Digital Geometry Algorithms; Preface; Contents; Contributors; Part I: General; Chapter 1: Digital Geometry in Image-Based Metrology; 1.1 Introduction; 1.2 The Digitization Model and the Metrology Tasks; 1.3 Self Similarity of Digital Lines; 1.4 Digital Straight Segments: Their Characterization and Recognition; 1.5 Digital Disks, Convex and Star-Shaped Objects; 1.6 Shape Designs for Good Metrology; 1.7 The Importance of Being Gray; 1.8 Some Further Open Questions; 1.9 Concluding Remarks; References; Chapter 2: Provably Robust Simplification of Component Trees of Multidimensional Images. 2.1 Introduction2.2 Foreground Component Tree Structures (FCTSs); 2.3 The (lambda, k)-Simplification of a kappa-FCTS, Essential Isomorphism, and the Main Theorem; 2.4 Pruning by Removing Branches of Length <=lambda; 2.4.1 Specification of Simplification Step 2; 2.4.2 An Easily Visualized Characterization of the Output of Simplification Step 2; 2.4.3 Linear-Time Implementation of Simplification Step 2; 2.5 Elimination of Internal Edges of Length <=lambda from Fcrit; 2.5.1 Specification of Simplification Step 3; 2.5.2 Implementation of Simplification Step 3. 2.6 Demonstration of Potential Biological Applicability2.7 Possibilities for Future Work; 2.7.1 How Can Our Simplification Method and Theorem 1 Be Adapted to Contour Trees?; 2.7.2 Does the Bottleneck Stability Theorem Have an Analog for FCTSs That Implies Theorem 1?; 2.7.3 Can Images Be Simplified Using Variants of Our Method?; 2.8 Conclusion; Appendix A: Some Properties of Simplification Steps 2 and 3, and a Proof of the Correctness of Algorithm 1; A.1 Properties of Simplification Step 2; A.2 Properties of Simplification Step 3; A.3 Justification of Algorithm 1. Appendix B: A Constructive Proof of Theorem 1B.1 Step 1 of the Proof of the Fundamental Lemma; B.2 Some Useful Observations; B.3 Step 2 of the Proof of the Fundamental Lemma; B.4 Step 3 of the Proof of the Fundamental Lemma; Appendix C: Justification of Assertions L, M, N, and O in Step 3 of the Proof of the Fundamental Lemma; C.1 Proof of Assertion L; C.2 Proof of Assertion M; C.3 Proof of Assertion N; C.4 Proof of Assertion O; References; Part II: Topology, Transformations; Chapter 3: Discrete Topological Transformations for Image Processing; 3.1 Introduction. 3.2 Topological Transformations of Binary Images3.2.1 Neighborhoods, Connectedness; 3.2.2 Connectivity Numbers; 3.2.3 Topological Classification of Object Points; 3.2.4 Topology-Preserving Transformations; 3.2.5 Transformations Guided by a Priority Function; 3.2.6 Lambda-Medial Axis; 3.2.7 Other Applications of Guided Thinning; 3.2.8 Hole Closing; 3.3 Topological Transformations for Grayscale Images; 3.3.1 Cross-Section Topology; 3.3.2 Local Characterizations and Topological Classification of Points; 3.3.3 Topological Filtering; 3.3.4 Topological Segmentation. 3.3.5 Crest Restoration Based on Topology
Titelhinweis
Buchausg. u.d.T.: ‡Digital geometry algorithms
ISBN
ISBN 978-94-007-4174-4
ISBN 1-280-79616-2 ebk
ISBN 978-1-280-79616-6 MyiLibrary
Klassifikation
54.74
TTBM
UYS
TEC008000
COM073000
*68-06
00B15
68U05
68U10
65D18
621.382
516.110285
TK5102.9
TA1637-1638
TK7882.S65
Kurzbeschreibung
Digital geometry emerged as an independent discipline in the second half of the last century. It deals with geometric properties of digital objects and is developed with the unambiguous goal to provide rigorous theoretical foundations for devising new advanced approaches and algorithms for various problems of visual computing. Different aspects of digital geometry have been addressed in the literature. This book is the first one that explicitly focuses on the presentation of the most important digital geometry algorithms. Each chapter provides a brief survey on a major research area related to the general volume theme, description and analysis of related fundamental algorithms, as well as new original contributions by the authors. Every chapter contains a section in which interesting open problems are addressed.
SWB-Titel-Idn
366284479
Signatur
Springer E-Book
Bemerkungen
Elektronischer Volltext - Campuslizenz
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$uhttp://dx.doi.org/10.1007/978-94-007-4174-4
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