Reconstruction and Analysis of 3D Scenes: From Irregularly Distributed 3D Points to Object Classes
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer International Publishing
2016
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| Ausgabe: | 1st ed. 2016 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHM01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 HTW01 UBG01 UBM01 UBR01 UBT01 UBW01 UER01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (XXII, 233 p. 81 illus., 69 illus. in color) |
| ISBN: | 9783319292465 9783319292441 |
| DOI: | 10.1007/978-3-319-29246-5 |
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| adam_text | RECONSTRUCTION AND ANALYSIS OF 3D SCENES
/ WEINMANN, MARTIN
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
PRELIMINARIES OF 3D POINT CLOUD PROCESSING
A BRIEF SURVEY ON 2D AND 3D FEATURE EXTRACTION
POINT CLOUD REGISTRATION
CO-REGISTRATION OF 2D IMAGERY AND 3D POINT CLOUD DATA
3D SCENE ANALYSIS
CONCLUSIONS AND FUTURE WORK
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
RECONSTRUCTION AND ANALYSIS OF 3D SCENES
/ WEINMANN, MARTIN
: 2016
ABSTRACT / INHALTSTEXT
THIS UNIQUE TEXT/REFERENCE PRESENTS A DETAILED REVIEW OF THE PROCESSING
AND ANALYSIS OF 3D POINT CLOUDS. A FULLY AUTOMATED FRAMEWORK IS
INTRODUCED FOR THE COMPLETE PROCESSING WORKFLOW, INCORPORATING THE
FILTERING OF NOISY DATA, THE EXTRACTION OF APPROPRIATE FEATURES, THE
ALIGNMENT OF 3D POINT CLOUDS IN A COMMON COORDINATE FRAME, THE
ENRICHMENT OF 3D POINT CLOUD DATA WITH OTHER TYPES OF INFORMATION, AND
THE SEMANTIC INTERPRETATION OF 3D POINT CLOUDS. FOR EACH OF THESE
COMPONENTS, THE BOOK DESCRIBES THE THEORETICAL BACKGROUND, AND COMPARES
THE PERFORMANCE OF THE PROPOSED APPROACHES TO THAT OF CURRENT
STATE-OF-THE-ART TECHNIQUES. TOPICS AND FEATURES: REVIEWS TECHNIQUES FOR
THE ACQUISITION OF 3D POINT CLOUD DATA AND FOR POINT QUALITY ASSESSMENT
EXPLAINS THE FUNDAMENTAL CONCEPTS FOR EXTRACTING FEATURES FROM 2D
IMAGERY AND 3D POINT CLOUD DATA PROPOSES AN ORIGINAL APPROACH TO
KEYPOINT-BASED POINT CLOUD REGISTRATION DISCUSSES THE ENRICHMENT OF 3D
POINT CLOUDS BY ADDITIONAL INFORMATION ACQUIRED WITH A THERMAL CAMERA,
AND DESCRIBES A NEW METHOD FOR THERMAL 3D MAPPING PRESENTS A NOVEL
FRAMEWORK FOR 3D SCENE ANALYSIS, ADDRESSING NEIGHBORHOOD SELECTION,
FEATURE EXTRACTION, FEATURE SELECTION, AND CLASSIFICATION COVERS EACH
ASPECT OF A TYPICAL END-TO-END PROCESSING WORKFLOW, FROM RAW 3D POINT
CLOUD DATA TO SEMANTIC OBJECTS IN THE SCENE THIS CLEARLY-STRUCTURED AND
ACCESSIBLE WORK WILL BE OF GREAT INTEREST TO A BROAD AUDIENCE, FROM
STUDENTS AT UNDERGRADUATE OR GRADUATE LEVEL, TO LECTURERS, PRACTITIONERS
AND RESEARCHERS IN PHOTOGRAMMETRY, REMOTE SENSING, COMPUTER VISION AND
ROBOTICS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Weinmann, Martin |
| author_facet | Weinmann, Martin |
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| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-319-29246-5 |
| edition | 1st ed. 2016 |
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| id | DE-604.BV043504164 |
| illustrated | Not Illustrated |
| indexdate | 2024-08-01T13:08:29Z |
| institution | BVB |
| isbn | 9783319292465 9783319292441 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028920509 |
| oclc_num | 946150681 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-523 DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-M347 DE-573 DE-859 DE-703 DE-473 DE-BY-UBG DE-29 DE-20 DE-739 DE-634 DE-92 DE-863 DE-BY-FWS DE-862 DE-BY-FWS |
| owner_facet | DE-355 DE-BY-UBR DE-523 DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-M347 DE-573 DE-859 DE-703 DE-473 DE-BY-UBG DE-29 DE-20 DE-739 DE-634 DE-92 DE-863 DE-BY-FWS DE-862 DE-BY-FWS |
| physical | 1 Online-Ressource (XXII, 233 p. 81 illus., 69 illus. in color) |
| psigel | ZDB-2-SCS ZDB-30-PQE ZDB-2-SCS_2016 |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | Springer International Publishing |
| record_format | marc |
| spellingShingle | Weinmann, Martin Reconstruction and Analysis of 3D Scenes From Irregularly Distributed 3D Points to Object Classes Computer science Artificial intelligence Image processing Remote sensing Computer Science Image Processing and Computer Vision Remote Sensing/Photogrammetry Artificial Intelligence (incl. Robotics) Informatik Künstliche Intelligenz 3D-Grafik-Software (DE-588)4605743-2 gnd Computergrafik (DE-588)4010450-3 gnd Objektklasse (DE-588)4384644-0 gnd Mustervergleich (DE-588)4307192-2 gnd |
| subject_GND | (DE-588)4605743-2 (DE-588)4010450-3 (DE-588)4384644-0 (DE-588)4307192-2 |
| title | Reconstruction and Analysis of 3D Scenes From Irregularly Distributed 3D Points to Object Classes |
| title_auth | Reconstruction and Analysis of 3D Scenes From Irregularly Distributed 3D Points to Object Classes |
| title_exact_search | Reconstruction and Analysis of 3D Scenes From Irregularly Distributed 3D Points to Object Classes |
| title_full | Reconstruction and Analysis of 3D Scenes From Irregularly Distributed 3D Points to Object Classes by Martin Weinmann |
| title_fullStr | Reconstruction and Analysis of 3D Scenes From Irregularly Distributed 3D Points to Object Classes by Martin Weinmann |
| title_full_unstemmed | Reconstruction and Analysis of 3D Scenes From Irregularly Distributed 3D Points to Object Classes by Martin Weinmann |
| title_short | Reconstruction and Analysis of 3D Scenes |
| title_sort | reconstruction and analysis of 3d scenes from irregularly distributed 3d points to object classes |
| title_sub | From Irregularly Distributed 3D Points to Object Classes |
| topic | Computer science Artificial intelligence Image processing Remote sensing Computer Science Image Processing and Computer Vision Remote Sensing/Photogrammetry Artificial Intelligence (incl. Robotics) Informatik Künstliche Intelligenz 3D-Grafik-Software (DE-588)4605743-2 gnd Computergrafik (DE-588)4010450-3 gnd Objektklasse (DE-588)4384644-0 gnd Mustervergleich (DE-588)4307192-2 gnd |
| topic_facet | Computer science Artificial intelligence Image processing Remote sensing Computer Science Image Processing and Computer Vision Remote Sensing/Photogrammetry Artificial Intelligence (incl. Robotics) Informatik Künstliche Intelligenz 3D-Grafik-Software Computergrafik Objektklasse Mustervergleich |
| url | https://doi.org/10.1007/978-3-319-29246-5 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028920509&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028920509&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT weinmannmartin reconstructionandanalysisof3dscenesfromirregularlydistributed3dpointstoobjectclasses |