Comparison of polarimetric methods in image classification and SAR interferometry applications:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Köln
DLR
2004
|
| Edition: | Als Ms. gedr. |
| Series: | Forschungsbericht / Deutsches Zentrum für Luft- und Raumfahrt e.V.
2004,5 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Zugl.: Chemnitz, Techn. Univ., Diss., 2004 |
| Physical Description: | XXII, 170 S. Ill., graph. Darst. 22 cm |
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MARC
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Record in the Search Index
| _version_ | 1804133004595953664 |
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| adam_text | COMPARISON OF POLARIMETRIC METHODS IN IMAGE CLASSIFICATION AND SAR
INTERFEROMETRY APPLICATIONS ZUR ERLANGUNG DES AKADEMISCHEN GRADES EINES
DOKTORINGENIEURS (DR.-ING.) VON DER FAKULTAT FIIR ELEKTROTECHNIK UND
INFORMATIONSTECHNIK DER TECHNISCHEN UNIVERSITAT CHEMNITZ GENEHMIGTE
DISSERTATION VON DOTT. VITO ALBERGA REFERENT: PROF. DR.-ING. G. WANIELIK
KORREFERENT: PROF. DR. M. CHANDRA KORREFERENT: DR. E. KROGAGER TAG DER
EINREICHUNG: 29. JULI 2003 TAG DER MIINDLICHEN PRUFUNG: 23. JANUAR 2004
CONTENTS 1 INTRODUCTION 1 2 FOUNDATIONS OF RADAR POLARIMETRY 7 2.1
DESCRIPTION OF ELECTROMAGNETIC WAVES 7 2.2 SCATTERING OF ELECTROMAGNETIC
WAVES 16 2.3 CHANGE-OF-BASIS THEORY AND CHARACTERISTIC POLARIZATIONS 19
2.4 SCATTERING VECTORS AND SECOND ORDER MATRICES 23 2.5 TARGET
DECOMPOSITION THEOREMS 26 3 SAR POLARIMETRY 31 3.1 BASICS 31 3.1.1 SAR
SENSORS 31 3.1.2 EARLY EXPERIMENTAL RESULTS 32 3.1.3 CALIBRATION
TECHNIQUES 34 3.2 INTERACTIONS WITH THE EARTH SURFACE 35 3.3 ENTROPY/A
ANALYSIS 37 3.4 POLARIMETRIC SAR INTERFEROMETRY 40 4 ANALYSIS OF
POLARIMETRIC PARAMETERS: IMAGE CLASSIFICATION 47 4.1 INTRODUCTION 47 4.2
CLASSIFICATION THEORY AND ACCURACY ASSESSMENT 48 4.2.1 CLASSIFICATION
THEORY BASICS 48 4.2.2 PARALLELEPIPED CLASSIFICATION 49 4.2.3 MAXIMUM
LIKELIHOOD CLASSIFICATION 50 4.2.4 MINIMUM DISTANCE CLASSIFICATION 52
4.2.5 CLASSIFICATION ACCURACY ASSESSMENT 52 4.3 OVERVIEW ON POLARIMETRIC
PARAMETERS 54 4.4 EXPERIMENTAL APPROACH 55 4.5 DATA SETS AND TEST AREAS
56 4.6 BACKSCATTERED WAVE AMPLITUDE 59 XII CONTENTS 4.7 RATIOS OF THE
SCATTERING MATRIX ELEMENTS 61 4.8 CHARACTERISTIC POLARIZATIONS 64 4.9
PARAMETERS OF THE COHERENT TARGET DECOMPOSITION THEOREMS 66 4.10
ENTROPY/A PARAMETERS 71 4.11 COMPARISONS AND CONCLUSIONS 76 5 ANALYSIS
OF POLARIMETRIC PARAMETERS: INTERFEROMETRY 79 5.1 OVERVIEW 79 5.2
THEORETICAL ASPECTS 79 5.2.1 INTERFEROGRAMS GENERATION 80 5.2.2
DECORRELATION SOURCES 83 5.2.3 INTERFEROMETRIC COHERENCE ENHANCEMENT 84
5.3 INTERFEROMETRIC COHERENCE ANALYSIS 88 5.3.1 GENERAL CORRELATION
PROPERTIES 88 5.3.2 VOLUME DECORRELATION 95 5.4 INTERFEROMETRIC PHASE
ANALYSIS 98 5.5 FINAL CONSIDERATIONS 105 6 CONCLUSIONS 107 A
RELATIONSHIPS AMONG POLARIZATION GEOMETRICAL PARAMETERS 109 B TARGET
DECOMPOSITION THEOREMS 113 B.I KROGAGER DECOMPOSITION 113 B.2 CAMERON
DECOMPOSITION . 115 C CLASSIFICATION RESULTS 119 C.I BACKSCATTERED WAVE
AMPLITUDE 120 C.2 CHARACTERISTIC POLARIZATIONS 126 C.3 PARAMETERS OF THE
COHERENT TARGET DECOMPOSITION THEOREMS 132 C.4 ENTROPY/A PARAMETERS 150
BIBLIOGRAPHY 163
|
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| id | DE-604.BV019634986 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T20:01:49Z |
| institution | BVB |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-012963990 |
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| owner_facet | DE-12 DE-91G DE-BY-TUM DE-M122 DE-210 DE-706 DE-83 |
| physical | XXII, 170 S. Ill., graph. Darst. 22 cm |
| publishDate | 2004 |
| publishDateSearch | 2004 |
| publishDateSort | 2004 |
| publisher | DLR |
| record_format | marc |
| series2 | Forschungsbericht / Deutsches Zentrum für Luft- und Raumfahrt e.V. |
| spelling | Alberga, Vito 1970- Verfasser (DE-588)129526401 aut Comparison of polarimetric methods in image classification and SAR interferometry applications Vito Alberga Als Ms. gedr. Köln DLR 2004 XXII, 170 S. Ill., graph. Darst. 22 cm txt rdacontent n rdamedia nc rdacarrier Forschungsbericht / Deutsches Zentrum für Luft- und Raumfahrt e.V. 2004,5 Zugl.: Chemnitz, Techn. Univ., Diss., 2004 Interferometrie (DE-588)4027296-5 gnd rswk-swf Polarimetrie (DE-588)4174982-0 gnd rswk-swf Radarfernerkundung (DE-588)4176770-6 gnd rswk-swf Synthetische Apertur (DE-588)4195782-9 gnd rswk-swf (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 Interferometrie (DE-588)4027296-5 s DE-604 Deutsches Zentrum für Luft- und Raumfahrt e.V. Forschungsbericht 2004,5 (DE-604)BV011758990 2004,5 HEBIS Datenaustausch Darmstadt application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012963990&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Alberga, Vito 1970- Comparison of polarimetric methods in image classification and SAR interferometry applications Interferometrie (DE-588)4027296-5 gnd Polarimetrie (DE-588)4174982-0 gnd Radarfernerkundung (DE-588)4176770-6 gnd Synthetische Apertur (DE-588)4195782-9 gnd |
| subject_GND | (DE-588)4027296-5 (DE-588)4174982-0 (DE-588)4176770-6 (DE-588)4195782-9 (DE-588)4113937-9 |
| title | Comparison of polarimetric methods in image classification and SAR interferometry applications |
| title_auth | Comparison of polarimetric methods in image classification and SAR interferometry applications |
| title_exact_search | Comparison of polarimetric methods in image classification and SAR interferometry applications |
| title_full | Comparison of polarimetric methods in image classification and SAR interferometry applications Vito Alberga |
| title_fullStr | Comparison of polarimetric methods in image classification and SAR interferometry applications Vito Alberga |
| title_full_unstemmed | Comparison of polarimetric methods in image classification and SAR interferometry applications Vito Alberga |
| title_short | Comparison of polarimetric methods in image classification and SAR interferometry applications |
| title_sort | comparison of polarimetric methods in image classification and sar interferometry applications |
| topic | Interferometrie (DE-588)4027296-5 gnd Polarimetrie (DE-588)4174982-0 gnd Radarfernerkundung (DE-588)4176770-6 gnd Synthetische Apertur (DE-588)4195782-9 gnd |
| topic_facet | Interferometrie Polarimetrie Radarfernerkundung Synthetische Apertur Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012963990&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV011758990 |
| work_keys_str_mv | AT albergavito comparisonofpolarimetricmethodsinimageclassificationandsarinterferometryapplications |