Verfügbarkeit: Reconstruction and Analysis of 3D Scenes

Reconstruction and Analysis of 3D Scenes: From Irregularly Distributed 3D Points to Object Classes

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Bibliographische Detailangaben
Beteilige Person:	Weinmann, Martin (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	Englisch
Veröffentlicht:	Cham Springer International Publishing 2016
Ausgabe:	1st ed. 2016
Schlagwörter:	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
Links:	https://doi.org/10.1007/978-3-319-29246-5 https://doi.org/10.1007/978-3-319-29246-5 https://doi.org/10.1007/978-3-319-29246-5 https://doi.org/10.1007/978-3-319-29246-5 https://doi.org/10.1007/978-3-319-29246-5 https://doi.org/10.1007/978-3-319-29246-5 https://doi.org/10.1007/978-3-319-29246-5 https://doi.org/10.1007/978-3-319-29246-5 https://ebookcentral.proquest.com/lib/fhws/detail.action?docID=4454229&query=4454229 https://ebookcentral.proquest.com/lib/fhws/detail.action?docID=4454229&query=4454229 https://doi.org/10.1007/978-3-319-29246-5 https://doi.org/10.1007/978-3-319-29246-5 https://doi.org/10.1007/978-3-319-29246-5 https://doi.org/10.1007/978-3-319-29246-5 https://doi.org/10.1007/978-3-319-29246-5 https://doi.org/10.1007/978-3-319-29246-5 https://doi.org/10.1007/978-3-319-29246-5 https://doi.org/10.1007/978-3-319-29246-5 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
Umfang:	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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Datensatz im Suchindex

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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.
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id	DE-604.BV043504164
illustrated	Not Illustrated
indexdate	2024-12-20T17:38:05Z
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

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