A New Target Detector Based on Geometrical Perturbation Filters for Polarimetric Synthetic Aperture Radar (POL-SAR):
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin
Springer
2012
|
| Schriftenreihe: | Springer Theses
|
| Schlagworte: | |
| Online-Zugang: | BTU01 FFW01 FHA01 TUM01 UBG01 UBR01 UBT01 UPA01 Volltext Inhaltsverzeichnis |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9783642271632 |
| DOI: | 10.1007/978-3-642-27163-2 |
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Datensatz im Suchindex
| _version_ | 1804148900648452096 |
|---|---|
| adam_text | IMAGE 1
CONTENTS
1 INTRODUCTION 1
REFERENCES 6
2 SYNTHETIC APERTURE RADAR 9
2.1 RADAR REMOTE SENSING WITH SAR 9
2.2 GEOMETRICAL DISTORTIONS 13
2.3 STATISTICAL CHARACTERISATION OF TARGETS 15
2.4 RADAR CROSS SECTION 20
2.5 POLARIMETRIC ACQUISITION: THE SCATTERING MATRIX 22
2.5.1 THE SCATTERING MATRIX 2 2
2.5.2 THE COORDINATE SYSTEM 25
REFERENCES 26
3 RADAR POLARIMETRY 29
3.1 INTRODUCTION 29
3.2 WAVE POLARIMETRY 29
3.2.1 POLARISATION ELLIPSE 29
3.2.2 JONES VECTORS 31
3.2.3 STOKES VECTORS 32
3.2.4 POINCARE POLARISATION SPHERE 34
3.2.5 WAVE DECOMPOSITION THEOREMS 35
3.3 TARGET POLARIMETRY: SINGLE TARGETS 37
3.3.1 SINCLAIR MATRIX AND BASIS TRANSFORMATION 38
3.3.2 SCATTERING FEATURES VECTORS 39
3.3.3 BACKSCATTERING CASE 4 0
3.3.4 POLARISATION FORK 4 2
3.3.5 HUYNEN SINGLE TARGET DECOMPOSITION 44
3.4 TARGET POLARIMETRY: PARTIAL TARGETS 45
3.4.1 MULLER AND GRAVES MATRICES 4 6
X V
HTTP://D-NB.INFO/1017147612
IMAGE 2
X V I C O N T E N T S
3.4.2 COVARIANCE MATRIX 47
3.4.3 EIGENVALUE DECOMPOSITION (CLOUDE-POTTIER) 4 9
3.4.4 A SCATTERING MODEL 51
3.5 POLARIMETRIC DETECTION 52
3.5.1 DETECTORS BASED ON STATISTICAL APPROACHES 53
3.5.2 DETECTOR BASED ON PHYSICAL APPROACHES 53
3.5.3 POLARIMETRIC WHITENING FILTER 55
3.5.4 COMPARISON O F DETECTORS 58
REFERENCES 58
4 POLARIMETRIC DETECTOR 63
4.1 INTRODUCTION 63
4.2 DERIVATION USING AN ALGEBRAIC APPROACH 63
4.2.1 WEIGHTING OF VECTOR COMPONENTS 63
4.2.2 DETECTOR 65
4.3 MATHEMATICAL DERIVATION WITH A PHYSICAL APPROACH 66
4.3.1 PERTURBATION ANALYSIS AND COHERENCE DETECTOR 66
4.3.2 BIAS REMOVAL: FINAL DETECTOR 73
4.3.3 GENERALISED DETECTOR 76
4.4 DETECTOR INTERPRETATION 77
4.4.1 GEOMETRICAL INTERPRETATION 77
4.4.2 PHYSICAL INTERPRETATION 79
4.5 PARAMETERS SELECTION 80
4.5.1 REDUCTION RATIOS (REDR) AND THRESHOLD 80
4.5.2 PERTURBED TARGET SELECTION: REDR 84
4.6 ALGORITHM IMPLEMENTATION 86
4.6.1 GRAM-SCHMIDT ORTHO-NORMALISATION 86
4.6.2 FLOW CHART 87
4.7 TARGET TO DETECT 88
4.7.1 STANDARD SINGLE TARGETS 89
REFERENCES 91
5 POLARIMETRIC DETECTOR STATISTICS 93
5.1 INTRODUCTION 93
5.2 ANALYTIC DETECTOR PROBABILITY DENSITY FUNCTION 93
5.2.1 COLOURED CLUTTER HYPOTHESIS 9 4
5.2.2 WHITE CLUTTER HYPOTHESIS 98
5.2.3 GENERAL HYPOTHESIS ON CLUTTER 103
5.2.4 GENERAL HYPOTHESIS ON TARGET AND CLUTTER 107
5.3 PROBABILITIES 108
5.3.1 COLOURED CLUTTER HYPOTHESIS 109
5.3.2 WHITE CLUTTER HYPOTHESIS 113
5.4 RECEIVER OPERATING CHARACTERISTIC 117
IMAGE 3
CONTENTS X V I I
5.4.1 COLOURED CLUTTER HYPOTHESIS 117
5.4.2 WHITE CLUTTER HYPOTHESIS 117
5.4.3 SELECTION O F THE THRESHOLD 123
5.5 ESTIMATION OF DF THROUGH NUMERICAL SIMULATION 123
5.5.1 COLOURED CLUTTER HYPOTHESIS 124
5.5.2 WHITE CLUTTER HYPOTHESIS 129
REFERENCES 131
6 VALIDATION WITH AIRBORNE DATA 133
6.1 INTRODUCTION 133
6.2 PRESENTATION OF THE E-SAR DATA AND GENERAL CONSIDERATIONS . . . 134
6.3 STANDARD TARGET DETECTION 138
6.4 SELECTABLE DETECTION 148
6.5 POLARIMETRIC CHARACTERISATION 157
6.6 COMPARISON WITH ANOTHER POLARIMETRIC DETECTOR: PWF 157
REFERENCES 159
7 VALIDATION WITH SATELLITE DATA 161
7.1 INTRODUCTION 161
7.2 ALOS PALSAR 164
7.2.1 DESCRIPTION OF THE DATA AND GENERAL CONSIDERATIONS . . . . 164
7.2.2 STANDARD TARGETS DETECTION 168
7.3 RADRSAT-2 176
7.3.1 DESCRIPTION OF THE DATA 176
7.3.2 STANDARD TARGETS DETECTION 180
7.4 TERRAS AR-X 185
7.4.1 DESCRIPTION OF THE DATA 185
7.4.2 STANDARD TARGET DETECTION 188
REFERENCES 190
8 RECENT APPLICATIONS O F PERTURBATION FILTERS 193
8.1 INTRODUCTION 193
8.2 PARTIAL TARGET DETECTOR 193
8.2.1 FORMULATION 193
8.2.2 PHYSICAL FEASIBILITY 196
8.2.3 PARAMETER SELECTION 197
8.2.4 DUAL POLARIMETRIC DETECTION 198
8.3 CLASSIFIER 199
8.3.1 FORMULATION 199
8.3.2 PARAMETER SELECTION 200
8.3.3 SUPERVISED AND UNSUPERVISED VERSIONS 200
IMAGE 4
X V I I I C O N T E N T S
8.4 VALIDATION O F PARTIAL TARGET DETECTOR 201
8.4.1 DATASETS EMPLOYED 201
8.4.2 COMPARISON BETWEEN SINGLE AND PARTIAL TARGET DETECTOR 201
8.4.3 SATELLITE DATA: HISTORICAL FIRE SCAR (HFS) DETECTION 202
8.4.4 SATELLITE DATA: CLASSIFICATION 207
8.4.5 SATELLITE DATA: DUAL POLARIMETRIC DETECTION 211
8.5 FINAL REMARKS 214
REFERENCES 214
9 CONCLUSIONS 217
REFERENCES 220
APPENDIX 1: GEOMETRICAL PERTURBATION WITH THE HUYNEN PARAMETERS 223
APPENDIX 2: NEGLECTING THE CROSS TERMS 23 1
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| author_facet | Marino, Armando |
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| dewey-search | 526.982 621.38485 |
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| dewey-tens | 520 - Astronomy and allied sciences 620 - Engineering and allied operations |
| discipline | Geowissenschaften Physik Elektrotechnik / Elektronik / Nachrichtentechnik Umwelt Geographie |
| doi_str_mv | 10.1007/978-3-642-27163-2 |
| format | Thesis Electronic eBook |
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| series2 | Springer Theses |
| spelling | Marino, Armando Verfasser aut A New Target Detector Based on Geometrical Perturbation Filters for Polarimetric Synthetic Aperture Radar (POL-SAR) Armando Marino Berlin Springer 2012 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier Springer Theses Zugl.: Edinburgh, Univ., Diss., 2011 Zielerkennung (DE-588)4190792-9 gnd rswk-swf Radarfernerkundung (DE-588)4176770-6 gnd rswk-swf Synthetische Apertur (DE-588)4195782-9 gnd rswk-swf Polarimetrie (DE-588)4174982-0 gnd rswk-swf ALOS-PALSAR E-SAR RADARSAT-2 Radar Polimetry Synthetic Aperture Radar Target Detection TerraSAR-X airborne system microwave remote sensing satellite system (DE-588)4113937-9 Hochschulschrift gnd-content Radarfernerkundung (DE-588)4176770-6 s Synthetische Apertur (DE-588)4195782-9 s Polarimetrie (DE-588)4174982-0 s Zielerkennung (DE-588)4190792-9 s DE-604 Erscheint auch als Druckausgabe 978-3-642-27162-5 https://doi.org/10.1007/978-3-642-27163-2 Volltext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024792792&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Marino, Armando A New Target Detector Based on Geometrical Perturbation Filters for Polarimetric Synthetic Aperture Radar (POL-SAR) Zielerkennung (DE-588)4190792-9 gnd Radarfernerkundung (DE-588)4176770-6 gnd Synthetische Apertur (DE-588)4195782-9 gnd Polarimetrie (DE-588)4174982-0 gnd |
| subject_GND | (DE-588)4190792-9 (DE-588)4176770-6 (DE-588)4195782-9 (DE-588)4174982-0 (DE-588)4113937-9 |
| title | A New Target Detector Based on Geometrical Perturbation Filters for Polarimetric Synthetic Aperture Radar (POL-SAR) |
| title_auth | A New Target Detector Based on Geometrical Perturbation Filters for Polarimetric Synthetic Aperture Radar (POL-SAR) |
| title_exact_search | A New Target Detector Based on Geometrical Perturbation Filters for Polarimetric Synthetic Aperture Radar (POL-SAR) |
| title_full | A New Target Detector Based on Geometrical Perturbation Filters for Polarimetric Synthetic Aperture Radar (POL-SAR) Armando Marino |
| title_fullStr | A New Target Detector Based on Geometrical Perturbation Filters for Polarimetric Synthetic Aperture Radar (POL-SAR) Armando Marino |
| title_full_unstemmed | A New Target Detector Based on Geometrical Perturbation Filters for Polarimetric Synthetic Aperture Radar (POL-SAR) Armando Marino |
| title_short | A New Target Detector Based on Geometrical Perturbation Filters for Polarimetric Synthetic Aperture Radar (POL-SAR) |
| title_sort | a new target detector based on geometrical perturbation filters for polarimetric synthetic aperture radar pol sar |
| topic | Zielerkennung (DE-588)4190792-9 gnd Radarfernerkundung (DE-588)4176770-6 gnd Synthetische Apertur (DE-588)4195782-9 gnd Polarimetrie (DE-588)4174982-0 gnd |
| topic_facet | Zielerkennung Radarfernerkundung Synthetische Apertur Polarimetrie Hochschulschrift |
| url | https://doi.org/10.1007/978-3-642-27163-2 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024792792&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT marinoarmando anewtargetdetectorbasedongeometricalperturbationfiltersforpolarimetricsyntheticapertureradarpolsar |