A congruent hybrid model for conflation of satellite image and road database:
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| Main Author: | |
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| Format: | Thesis Book |
| Language: | English |
| Published: |
2013
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| Subjects: | |
| Online Access: | Volltext https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20130506-1129626-0-2 Inhaltsverzeichnis |
| Physical Description: | XII, 129 S. Ill., graph. Darst. |
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Record in the Search Index
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|---|---|
| adam_text | IMAGE 1
CONTENTS
ABSTRACT. ILL
KURZFASSUNG V
LIST OF FIGURES : IX
LIST OF TABLE XI
CHAPTER 1 INTRODUCTION 1
1.1 MOTIVATION 1
1.2 THE CHALLENGING ISSUE AND THE GOAL 3
1.4 ORGANIZATION OF THE THESIS 4
CHAPTER 2 SPATIAL CONFLATION: AN INTERDISCIPLINARY REVIEW 7
2.1 THE CONCEPT...; 7
2.1.1 DEFINITION 7
2.1.2 STRATEGIES 11
2.1.3 CLASSIFICATION OF CONFLATION APPROACHES 16
2.2 RELATED WORKS./. 18
2.2.1 ROAD DETECTION WITH PRIOR INFORMATION 18
2.2.2 FEATURE-BASED MATCHING ALGORITHMS 21
2.2.3 STATE OF THE ART OF CONFLATION 27
2.3 COMPLEXITY OF SPATIAL CONFLATION 28
2.3.1 NON-RIGID DEFORMATION 28
2.3.2 INCOMPLETE MATCHING MEASURES 28
2.3.3 OUTLIERS (ROBUSTNESS, UNCERTAINTY) 29
CHAPTER 3 CURVILINEAR ROAD DETECTION AND DENOISING 31
3.1 OBJECTIVES 31
3.2 ROAD EXTRACTION FROM GEO-REFERENCED IMAGE 32
3.2.1 EXTRACTION OF PRIMITIVES FROM IMAGE 32
3.2.2 CHAINING OF FRAGMENTAL CENTRELINES 37
3.2.3 EFFICIENCY EVALUATION 40
3.3 ROAD EXTRACTION FROM LAND PARCELS 42
3.3.1 OVERVIEW 42
3.3.2 SHAPE DECOMPOSITION 44
3.3.3 EXTRACTION OF ROAD SEGMENTS USING STRAIGHT SKELETON ALGORITHM 48
3.3.4 RECONSTRUCTION OF ROAD NETWORK 49
3.3.5 EFFICIENCY EVALUATION 52
3.4 SUMMARY 53
CHAPTER 4 A CONGRUENT HYBRID MODEL FOR SPATIAL DATA CONFLATION 55 4.1
OVERVIEW 55
4.2 SPATIAL RELATIONSHIP FROM THE MATCHING SOURCES 56
4.2.1 PRELIMINARY CORRESPONDENCES BY GESTALT (GEOMETRIC) CHARACTER 56
4.2.2 SIMILARITY MEASURE 61
4.2.3 MULTI-LEVEL REPRESENTATION OF ROAD NETWORK 64
4.3 SPARSE MATCHING ALGORITHM 67
4.3.1 REFINE THE PRELIMINARY CORRESPONDENCE 67
- VII-
HTTP://D-NB.INFO/1038063426
IMAGE 2
4.3.2 DEFINITION OF THE OPTIMIZATION PROBLEM 72
4.3.3 MATCHING COST AND LOCAL OPTIMIZATION 76
4.3.4 MULTIPLE CORRESPONDENCES OPTIMIZATION FOR SUPER JUNCTIONS 79 4.3.5
EFFICIENCY 83
CHAPTER 5 IMPLEMENTATION AND EVALUATION OF THE CONFLATION APPROACH 87
5.1 SPATIAL DATA INITIALIZATION 87
5.2 EVALUATION METHODOLOGY 90
5.3 PERFORMANCE OF FEATURE EXTRACTION AND SMA 92
5.3.1 EXTRACTION OF LINEAR FEATURES 92
5.3.2 RESULTS OF SPARSE MATCHING 98
5.4 PERFORMANCE OF TRANSFORMATION FUNCTIONS 104
5.4.1 CONTINUOUS TRANSFORMATION 104
5.4.2 PIECEWISE RUBBER-SHEETING (RUBS) TRANSFORMATION 105
5.4.3 COMPARISON OF RESULTS FROM BOTH TRANSFORMATION FUNCTIONS 105 5.5
DISCUSSION 111
CHAPTER 6 CONCLUSIONS AND OUTLOOK 113
6.1 CONCLUSIONS ! 113
6.2 FUTURE WORKS 115
BIBLIOGRAPHY 117
ABBREVIATIONS 125
ACKNOWLEDGEMENTS 127
CURRICULUM VITAE 129
- VIII-
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| any_adam_object | 1 |
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| discipline | Physik Bauingenieurwesen Vermessungswesen |
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| spelling | Zhang, Jiantong Verfasser aut A congruent hybrid model for conflation of satellite image and road database Jiantong Zhang 2013 XII, 129 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier München, Techn. Univ., Diss., 2013 Verschmelzung (DE-588)4337547-9 gnd rswk-swf Datenbank (DE-588)4011119-2 gnd rswk-swf Straße (DE-588)4057883-5 gnd rswk-swf Satellitenbild (DE-588)4179145-9 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Verschmelzung (DE-588)4337547-9 s Satellitenbild (DE-588)4179145-9 s Straße (DE-588)4057883-5 s Datenbank (DE-588)4011119-2 s DE-604 Erscheint auch als Online-Ausgabe urn:nbn:de:bvb:91-diss-20130506-1129626-0-2 http://mediatum.ub.tum.de/node?id=1129626 Verlag kostenfrei Volltext https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20130506-1129626-0-2 Resolving-System DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026041144&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Zhang, Jiantong A congruent hybrid model for conflation of satellite image and road database Verschmelzung (DE-588)4337547-9 gnd Datenbank (DE-588)4011119-2 gnd Straße (DE-588)4057883-5 gnd Satellitenbild (DE-588)4179145-9 gnd |
| subject_GND | (DE-588)4337547-9 (DE-588)4011119-2 (DE-588)4057883-5 (DE-588)4179145-9 (DE-588)4113937-9 |
| title | A congruent hybrid model for conflation of satellite image and road database |
| title_auth | A congruent hybrid model for conflation of satellite image and road database |
| title_exact_search | A congruent hybrid model for conflation of satellite image and road database |
| title_full | A congruent hybrid model for conflation of satellite image and road database Jiantong Zhang |
| title_fullStr | A congruent hybrid model for conflation of satellite image and road database Jiantong Zhang |
| title_full_unstemmed | A congruent hybrid model for conflation of satellite image and road database Jiantong Zhang |
| title_short | A congruent hybrid model for conflation of satellite image and road database |
| title_sort | a congruent hybrid model for conflation of satellite image and road database |
| topic | Verschmelzung (DE-588)4337547-9 gnd Datenbank (DE-588)4011119-2 gnd Straße (DE-588)4057883-5 gnd Satellitenbild (DE-588)4179145-9 gnd |
| topic_facet | Verschmelzung Datenbank Straße Satellitenbild Hochschulschrift |
| url | http://mediatum.ub.tum.de/node?id=1129626 https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20130506-1129626-0-2 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026041144&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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