Convex optimization methods for single view 3D reconstruction:
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
2013
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| Schlagworte: | |
| Online-Zugang: | kostenfrei https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20130910-1160069-0-5 Inhaltsverzeichnis |
| Beschreibung: | V, 123 S. Ill., graph. Darst. |
Internformat
MARC
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| 245 | 1 | 0 | |a Convex optimization methods for single view 3D reconstruction |c Eno Töppe |
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Datensatz im Suchindex
| _version_ | 1804151470140948480 |
|---|---|
| adam_text | CONTENTS
1 INTRODUCTION 3
2 BASIC MATHEMATICAL AND ALGORITHMIC CONCEPTS 7
2.1 CONVEX OPTIMIZATION IN COMPUTER VISION 7
2.2 CONVEXITY 8
2.3 CONVEX RELAXATIONS 12
2.4 VARIATIONAL CALCULUS 12
2.5 ALGORITHMS FOR CONVEX OPTIMIZATION 14
2.6 TOTAL VARIATION 18
3 LITERATURE OVERVIEW 21
3.1 IMAGE CUES AND PRIORS 21
3.2 A CLASSIFICATION OF APPROACHES TO SINGLE VIEW 3D RECONSTRUCTION 25
3.3 PROPERTIES AND COMPARISON OF RELATED WORKS 31
3.4 CONCLUSION 34
4 INTERACTIVE WORKFLOW AND THE MINIMAL SURFACE ASSUMPTION 35
4.1 INTERACTIVE WORK FLOW 35
4.2 BASIC ASSUMPTIONS ON THE RECONSTRUCTIONS 37
4.3 MINIMAL SURFACES 37
5 A FIRST VARIATIONAL METHOD USING A SHAPE PRIOR 39
5.1 VARIATIONAL FORMULATION WITH SHAPE PRIOR 39
5.2 EFFICIENT OPTIMIZATION VIA CONVEX RELAXATION 41
5.3 EXPERIMENTAL RESULTS 44
5.4 CONCLUSION 46
6 CHEEGER SET FORMULATION 49
6.1 VARIATIONAL FORMULATION WITH VOLUME CONSTRAINTS 50
6.2 EFFICIENT OPTIMIZATION VIA CONVEX RELAXATION 51
6.3 A THEORETICAL ANALYSIS OF THE COMPACTNESS OF SOLUTIONS 58
6.4 EXPERIMENTAL RESULTS 59
6.5 COMPARISON TO STATE-OF-THE-ART SINGLE VIEW APPROACHES 66
6.6 CONCLUSION 72
1
HTTP://D-NB.INFO/1044433051
CONTENTS
7 A GLOBALLY OPTIMAL MINIMAL SURFACE APPROACH BASED ON HEIGHT FIELDS 75
7.1 A GLOBALLY OPTIMAL MINIMAL SURFACE APPROACH BASED ON HEIGHT FIELDS .
76
7.2 EFFICIENT OPTIMIZATION 79
7.3 EXPERIMENTAL RESULTS 85
7.4 CONCLUSION 89
8 SINGLE VIEW 3D RECONSTRUCTION WITH RELATIVE VOLUME CONSTRAINTS 91
8.1 ABSOLUTE AND RELATIVE VOLUME CONSTRAINTS 92
8.2 EFFICIENT OPTIMIZATION VIA CONVEX RELAXATION 95
8.3 INTERACTIVE MODELING WITH RELATIVE VOLUME CONSTRAINTS 96
8.4 ESTIMATING RELATIVE DEPTH PROFILES FROM SHADING INFORMATION 98
8.5 EXPERIMENTAL RESULTS 101
8.6 CONCLUSION 107
9 CONCLUSION 109
OWN PUBLICATIONS 113
BIBLIOGRAPHY 115
APPENDIX: DERIVATION OF THE SHRINKAGE FORMULA 125
2
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| spelling | Töppe, Eno Verfasser aut Convex optimization methods for single view 3D reconstruction Eno Töppe 2013 V, 123 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier München, Techn. Univ., Diss., 2013 Dreidimensionale Rekonstruktion (DE-588)4150634-0 gnd rswk-swf Minimalfläche (DE-588)4127814-8 gnd rswk-swf Konvexe Optimierung (DE-588)4137027-2 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Dreidimensionale Rekonstruktion (DE-588)4150634-0 s Konvexe Optimierung (DE-588)4137027-2 s Minimalfläche (DE-588)4127814-8 s DE-604 Erscheint auch als Online-Ausgabe urn:nbn:de:bvb:91-diss-20130910-1160069-0-5 http://mediatum.ub.tum.de/node?id=1160069 Verlag kostenfrei Volltext https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20130910-1160069-0-5 Resolving-System DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026824817&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Töppe, Eno Convex optimization methods for single view 3D reconstruction Dreidimensionale Rekonstruktion (DE-588)4150634-0 gnd Minimalfläche (DE-588)4127814-8 gnd Konvexe Optimierung (DE-588)4137027-2 gnd |
| subject_GND | (DE-588)4150634-0 (DE-588)4127814-8 (DE-588)4137027-2 (DE-588)4113937-9 |
| title | Convex optimization methods for single view 3D reconstruction |
| title_auth | Convex optimization methods for single view 3D reconstruction |
| title_exact_search | Convex optimization methods for single view 3D reconstruction |
| title_full | Convex optimization methods for single view 3D reconstruction Eno Töppe |
| title_fullStr | Convex optimization methods for single view 3D reconstruction Eno Töppe |
| title_full_unstemmed | Convex optimization methods for single view 3D reconstruction Eno Töppe |
| title_short | Convex optimization methods for single view 3D reconstruction |
| title_sort | convex optimization methods for single view 3d reconstruction |
| topic | Dreidimensionale Rekonstruktion (DE-588)4150634-0 gnd Minimalfläche (DE-588)4127814-8 gnd Konvexe Optimierung (DE-588)4137027-2 gnd |
| topic_facet | Dreidimensionale Rekonstruktion Minimalfläche Konvexe Optimierung Hochschulschrift |
| url | http://mediatum.ub.tum.de/node?id=1160069 https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20130910-1160069-0-5 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026824817&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT toppeeno convexoptimizationmethodsforsingleview3dreconstruction |