3D Surface Reconstruction: Multi-Scale Hierarchical Approaches
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
New York, NY [u.a.]
Springer
2013
|
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHM01 FHN01 FKE01 UBG01 UBR01 UBT01 UBW01 UER01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (VI, 162 S.) Ill., graph. Darst. |
| ISBN: | 9781461456315 9781461456322 |
| DOI: | 10.1007/978-1-4614-5632-2 |
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Datensatz im Suchindex
| _version_ | 1804149605041963008 |
|---|---|
| adam_text | 3D SURFACE RECONSTRUCTION
/ BELLOCCHIO, FRANCESCO
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
SCANNER SYSTEMS
RECONSTRUCTION
SURFACE FITTING AS A REGRESSION PROBLEM
HIERARCHICAL RADIAL BASIS FUNCTIONS NETWORKS
HIERARCHICAL SUPPORT VECTOR REGRESSION
CONCLUSION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
3D SURFACE RECONSTRUCTION
/ BELLOCCHIO, FRANCESCO
: 2013
ABSTRACT / INHALTSTEXT
3D SURFACE RECONSTRUCTION: MULTI-SCALE HIERARCHICAL APPROACHES PRESENTS
METHODS TO MODEL 3D OBJECTS IN AN INCREMENTAL WAY SO AS TO CAPTURE MORE
FINER DETAILS AT EACH STEP. THE CONFIGURATION OF THE MODEL PARAMETERS,
THE RATIONALE AND SOLUTIONS ARE DESCRIBED AND DISCUSSED IN DETAIL SO THE
READER HAS A STRONG UNDERSTANDING OF THE METHODOLOGY. MODELING STARTS
FROM DATA CAPTURED BY 3D DIGITIZERS AND MAKES THE PROCESS EVEN MORE
CLEAR AND ENGAGING. INNOVATIVE APPROACHES, BASED ON TWO POPULAR MACHINE
LEARNING PARADIGMS, NAMELY RADIAL BASIS FUNCTIONS AND THE SUPPORT VECTOR
MACHINES, ARE ALSO INTRODUCED. THESE PARADIGMS ARE INNOVATIVELY EXTENDED
TO A MULTI-SCALE INCREMENTAL STRUCTURE, BASED ON A HIERARCHICAL SCHEME.
THE RESULTING APPROACHES ALLOW READERS TO ACHIEVE HIGH ACCURACY WITH
LIMITED COMPUTATIONAL COMPLEXITY, AND MAKES THE APPROACHES APPROPRIATE
FOR ONLINE, REAL-TIME OPERATION. APPLICATIONS CAN BE FOUND IN ANY DOMAIN
IN WHICH REGRESSION IS REQUIRED. 3D SURFACE RECONSTRUCTION: MULTI-SCALE
HIERARCHICAL APPROACHES IS DESIGNED AS A SECONDARY TEXT BOOK OR
REFERENCE FOR ADVANCED-LEVEL STUDENTS AND RESEARCHERS IN COMPUTER
SCIENCE. THIS BOOK ALSO TARGETS PRACTITIONERS WORKING IN COMPUTER VISION
OR MACHINE LEARNING RELATED FIELDS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| discipline | Informatik |
| doi_str_mv | 10.1007/978-1-4614-5632-2 |
| format | Electronic eBook |
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| spelling | 3D Surface Reconstruction Multi-Scale Hierarchical Approaches Francesco Bellocchio ... New York, NY [u.a.] Springer 2013 1 Online-Ressource (VI, 162 S.) Ill., graph. Darst. txt rdacontent c rdamedia cr rdacarrier Informatik Künstliche Intelligenz Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Rechnernetz (DE-588)4070085-9 gnd rswk-swf Maschinelles Sehen (DE-588)4129594-8 gnd rswk-swf Computer science Computer Communication Networks Artificial intelligence Computer vision Rechnernetz (DE-588)4070085-9 s Künstliche Intelligenz (DE-588)4033447-8 s Maschinelles Sehen (DE-588)4129594-8 s DE-604 Bellocchio, Francesco Sonstige oth https://doi.org/10.1007/978-1-4614-5632-2 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025368805&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025368805&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | 3D Surface Reconstruction Multi-Scale Hierarchical Approaches Informatik Künstliche Intelligenz Künstliche Intelligenz (DE-588)4033447-8 gnd Rechnernetz (DE-588)4070085-9 gnd Maschinelles Sehen (DE-588)4129594-8 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4070085-9 (DE-588)4129594-8 |
| title | 3D Surface Reconstruction Multi-Scale Hierarchical Approaches |
| title_auth | 3D Surface Reconstruction Multi-Scale Hierarchical Approaches |
| title_exact_search | 3D Surface Reconstruction Multi-Scale Hierarchical Approaches |
| title_full | 3D Surface Reconstruction Multi-Scale Hierarchical Approaches Francesco Bellocchio ... |
| title_fullStr | 3D Surface Reconstruction Multi-Scale Hierarchical Approaches Francesco Bellocchio ... |
| title_full_unstemmed | 3D Surface Reconstruction Multi-Scale Hierarchical Approaches Francesco Bellocchio ... |
| title_short | 3D Surface Reconstruction |
| title_sort | 3d surface reconstruction multi scale hierarchical approaches |
| title_sub | Multi-Scale Hierarchical Approaches |
| topic | Informatik Künstliche Intelligenz Künstliche Intelligenz (DE-588)4033447-8 gnd Rechnernetz (DE-588)4070085-9 gnd Maschinelles Sehen (DE-588)4129594-8 gnd |
| topic_facet | Informatik Künstliche Intelligenz Rechnernetz Maschinelles Sehen |
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