A semi-automated procedure for orthophoto generation from high resolution satellite imagery:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Hannover
Univ.
2013
|
| Schriftenreihe: | Wissenschaftliche Arbeiten der Fachrichtung Geodäsie und Geoinformatik der Leibniz Universität Hannover
307 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | 104 S. Ill., graph. Darst., Kt. |
Internformat
MARC
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| 245 | 1 | 0 | |a A semi-automated procedure for orthophoto generation from high resolution satellite imagery |c Muhamad Nasir A. Alrajhi |
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Datensatz im Suchindex
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|---|---|
| adam_text | TABLE OF CONTENTS:
ABSTRACT: 5
ZUSAMMENFASSUNG: 6
TABLE OF CONTENTS: 7
CHAPTER 1. MOTIVATION AND OBJECTIVES 9
1.1 INTRODUCTION 9
1.1.1 TOPOGRAPHIC MAPPING IN KSA 9
1.1.2 LARGE SCALE TOPOGRAPHIC MAPPING 9
1.2 DEFINING THE PROBLEM 12
1.2.1 NEED OF RAPID MAP UPDATING 12
1.2.2 NEED FOR CADASTRAL PARCEL FABRIC 13
1.3 ALTERNATE SOLUTIONS FOR THE PROBLEM 14
1.3.1 GNSS BASED TERRESTRIAL MAPPING 14
1.3.2 SATELLITE IMAGE BASED MAPPING 15
1.4 RESEARCH NEEDS AND OBJECTIVES 16
1.4.1 NEED FOR ADDITIONAL RESEARCH 16
1.4.2 ADAPTATION TO NEEDS IN SAUDI ARABIA 17
1.4.3 SEMI-AUTOMATIC PROCEDURE 17
1.4.4 FEASIBILITY FOR AUTOMATION FOR PRODUCTION 17
1.5 THESIS ORGANISATION 18
CHAPTER 2. HIGH RESOLUTION SATELLITE IMAGERY 19
2.1 BASICS OF SPACE SENSORS 19
2.1.1 EARLY SCANNING PRINCIPLE 19
2.1.2 CCD LINE SCANNERS 20
2.1.3 CHARACTERIZATION OF THE SCANNERS ACCORDING TO THE POINTING
DIRECTION FOR STEREO DATA RECORDING 20
2.1.4 HRSI CHARACTERISTICS FOR TOPOGRAPHIC MAPPING 22
2.1.5 SATELLITE ORBIT 22
2.1.6 SPATIAL RESOLUTION 23
2.1.7 AGILE IMAGING SENSORS 23
2.2 EXAMPLES OF HIGH RESOLUTION SATELLITE SYSTEMS 23
2.2.1 GEOEYE 23
2.2.2 DIGITALGLOBE 25
2.2.3 MERGER OF DIGITALGLOBE AND GEOEYE 27
2.2.4 SPOT-5 27
2.2.5 OTHER SYSTEMS 28
CHAPTER 3. MODELS FOR MAPPING FROM HRSI 33
3.1 GEOMETRIC CHARACTERISTICS OF HRSI 33
3.1.1 INTERIOR AND EXTERIOR SENSOR ORIENTATION 33
3.2 GEOREFERENCING OF HRSI 35
3.2.1 COLLINEARITY BASED MODELS 35
3.2.2 DIRECT LINEAR TRANSFORMATION (DLT) MODEL 37
3.2.3 RATIONAL FUNCTION MODEL 37
3.2.4 3D-AFFME MODEL 39
3.2.5 COMPARISON AND EVALUATION OF PRESENTED MODELS 40
HTTP://D-NB.INFO/1047032511
3.3 IMAGE MATCHING STRATEGY AND APPROACH 40
3.3.1 MATCHING OF HRS1 WITH AERIAL IMAGERY 41
3.3.2 MULTI-SCALE IMAGES 42
3.3.3 MULTI-SEASON IMAGES 42
3.3.4 MULTI-SENSOR IMAGES 43
3.4 SELECTION OF MATCHING METHOD FOR EXPERIMENT 43
3.4.1 SIFT ALGORITHM: 43
3.5 SURF ALGORITHM 46
3.5.1 INTEREST POINT DETECTION 46
3.5.2 INTEREST POINT DESCRIPTION AND MATCHING 49
3.6 CONCLUDING COMMENTS ON IMAGE MATCHING 51
CHAPTER 4. TEST AREA AND HRSI COVERAGE 52
4.1 TEST OBJECTIVES 52
4.2 SELECTION OF HRSI 52
4.3 SELECTION OF TEST AREAS 53
4.3.1 TEST AREA 1: AR RIYADH 54
4.3.2 TEST AREA 2: AL-MUZAHIMIAH 54
4.3.3 TEST AREA 3: HURAYMILA 54
4.4 PROCUREMENT OF HRSI 54
CHAPTER 5. TEST METHODOLOGY AND EXPERIMENTS 56
5.1 EXPERIMENT I: GEOREFERENCING ACCURACY 56
5.1.1 EXPERIMENT I-A: 56
5.1.2 EXPERIMENT I-B: 56
5.2 EXPERIMENT-II: MAPPING ACCURACY 58
5.3 EXPERIMENT III: MAP UPDATING 59
5.4 EXPERIMENT IV: SEMI-AUTOMATED GEOREFERENCING 59
5.4.1 DESIGN OF EXPERIMENT IV 60
5.4.2 LANDSCAPE VARIATION 61
5.5 CONCLUDING COMMENTS 61
CHAPTER 6. EXPERIMENTAL RESULTS 62
6.1 GEOREFERENCING ACCURACY 62
6.1.1 RESULTS OF EXPERIMENT 1 62
6.1.2 RESULTS OF EXPERIMENT IV 68
6.1.3 RESULTS OF EXPERIMENT II AND III 83
CHAPTER 7. ANALYSIS OF RESULTS AND CONCLUSION 88
7.1 GEOREFERENCING AND MAPPING ACCURACY 88
7.1.1 DISCUSSION OF EXPERIMENT I RESULTS 88
7.1.2 DISCUSSION OF EXPERIMENT II RESULTS 89
7.2 AUTOMATION IN THE GEOREFERENCING PROCESS 91
7.3 CONCLUSIONS AND FUTURE PROSPECTS 93
7.3.1 CONCLUSIONS 93
7.3.2 FUTURE PROSPECTS 94
REFERENCES 95
LIST OF FIGURES 100
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| indexdate | 2024-07-10T01:00:09Z |
| institution | BVB |
| language | English |
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| series | Wissenschaftliche Arbeiten der Fachrichtung Geodäsie und Geoinformatik der Leibniz Universität Hannover |
| series2 | Wissenschaftliche Arbeiten der Fachrichtung Geodäsie und Geoinformatik der Leibniz Universität Hannover |
| spelling | Alrajhi, Muhamad Nasir A. 1961- Verfasser (DE-588)1046350269 aut A semi-automated procedure for orthophoto generation from high resolution satellite imagery Muhamad Nasir A. Alrajhi Hannover Univ. 2013 104 S. Ill., graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier Wissenschaftliche Arbeiten der Fachrichtung Geodäsie und Geoinformatik der Leibniz Universität Hannover 307 Zugl.: Hannover, Univ., Diss., 2013 Zsfassung in dt. Sprache Georeferenzierung (DE-588)4728990-9 gnd rswk-swf Satellitenbild (DE-588)4179145-9 gnd rswk-swf Ortofoto (DE-588)4172875-0 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Satellitenbild (DE-588)4179145-9 s Ortofoto (DE-588)4172875-0 s Georeferenzierung (DE-588)4728990-9 s DE-604 Wissenschaftliche Arbeiten der Fachrichtung Geodäsie und Geoinformatik der Leibniz Universität Hannover 307 (DE-604)BV021269345 307 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027028735&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Alrajhi, Muhamad Nasir A. 1961- A semi-automated procedure for orthophoto generation from high resolution satellite imagery Wissenschaftliche Arbeiten der Fachrichtung Geodäsie und Geoinformatik der Leibniz Universität Hannover Georeferenzierung (DE-588)4728990-9 gnd Satellitenbild (DE-588)4179145-9 gnd Ortofoto (DE-588)4172875-0 gnd |
| subject_GND | (DE-588)4728990-9 (DE-588)4179145-9 (DE-588)4172875-0 (DE-588)4113937-9 |
| title | A semi-automated procedure for orthophoto generation from high resolution satellite imagery |
| title_auth | A semi-automated procedure for orthophoto generation from high resolution satellite imagery |
| title_exact_search | A semi-automated procedure for orthophoto generation from high resolution satellite imagery |
| title_full | A semi-automated procedure for orthophoto generation from high resolution satellite imagery Muhamad Nasir A. Alrajhi |
| title_fullStr | A semi-automated procedure for orthophoto generation from high resolution satellite imagery Muhamad Nasir A. Alrajhi |
| title_full_unstemmed | A semi-automated procedure for orthophoto generation from high resolution satellite imagery Muhamad Nasir A. Alrajhi |
| title_short | A semi-automated procedure for orthophoto generation from high resolution satellite imagery |
| title_sort | a semi automated procedure for orthophoto generation from high resolution satellite imagery |
| topic | Georeferenzierung (DE-588)4728990-9 gnd Satellitenbild (DE-588)4179145-9 gnd Ortofoto (DE-588)4172875-0 gnd |
| topic_facet | Georeferenzierung Satellitenbild Ortofoto Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027028735&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV021269345 |
| work_keys_str_mv | AT alrajhimuhamadnasira asemiautomatedprocedurefororthophotogenerationfromhighresolutionsatelliteimagery |