Holdings: Big visual data analysis

Big visual data analysis: scene classification and geometric labeling

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Bibliographic Details
Main Author:	Chen, Chen (Author)
Format:	Electronic eBook
Language:	English
Published:	[Singapore] Springer [2016]
Series:	SpringerBriefs in electrical and computer engineering : Signal processing
Subjects:	Engineering Image processing Mathematics Visualization Signal, Image and Speech Processing Image Processing and Computer Vision Ingenieurwissenschaften Mathematik
Online Access:	BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Abstract Inhaltsverzeichnis
Physical Description:	1 Online Ressource (x, 122 p. 94 illus., 12 illus. in color)
ISBN:	9789811006319
DOI:	10.1007/978-981-10-0631-9

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MARC


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Record in the Search Index

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adam_text	BIG VISUAL DATA ANALYSIS / CHEN, CHEN : 2016 ABSTRACT / INHALTSTEXT THIS BOOK OFFERS AN OVERVIEW OF TRADITIONAL BIG VISUAL DATA ANALYSIS APPROACHES AND PROVIDES STATE-OF-THE-ART SOLUTIONS FOR SEVERAL SCENE COMPREHENSION PROBLEMS, INDOOR/OUTDOOR CLASSIFICATION, OUTDOOR SCENE CLASSIFICATION, AND OUTDOOR SCENE LAYOUT ESTIMATION. IT IS ILLUSTRATED WITH NUMEROUS NATURAL AND SYNTHETIC COLOR IMAGES, AND EXTENSIVE STATISTICAL ANALYSIS IS PROVIDED TO HELP READERS VISUALIZE BIG VISUAL DATA DISTRIBUTION AND THE ASSOCIATED PROBLEMS. ALTHOUGH THERE HAS BEEN SOME RESEARCH ON BIG VISUAL DATA ANALYSIS, LITTLE WORK HAS BEEN PUBLISHED ON BIG IMAGE DATA DISTRIBUTION ANALYSIS USING THE MODERN STATISTICAL APPROACH DESCRIBED IN THIS BOOK. BY PRESENTING A COMPLETE METHODOLOGY ON BIG VISUAL DATA ANALYSIS WITH THREE ILLUSTRATIVE SCENE COMPREHENSION PROBLEMS, IT PROVIDES A GENERIC FRAMEWORK THAT CAN BE APPLIED TO OTHER BIG VISUAL DATA ANALYSIS TASKS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. BIG VISUAL DATA ANALYSIS / CHEN, CHEN : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS INTRODUCTION SCENE UNDERSTANDING DATASETS INDOOR/OUTDOOR CLASSIﬁCATION WITH MULTIPLE EXPERTS OUTDOOR SCENE CLASSIﬁCATION USING LABELED SEGMENTS GLOBAL-ATTRIBUTES ASSISTED OUTDOOR SCENE GEOMETRIC LABELING CONCLUSION AND FUTURE WORK DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
any_adam_object	1
author	Chen, Chen
author_facet	Chen, Chen
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dewey-raw	621.382
dewey-search	621.382
dewey-sort	3621.382
dewey-tens	620 - Engineering and allied operations
discipline	Elektrotechnik / Elektronik / Nachrichtentechnik
doi_str_mv	10.1007/978-981-10-0631-9
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illustrated	Not Illustrated
indexdate	2025-02-20T06:52:53Z
institution	BVB
isbn	9789811006319
language	English
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series2	SpringerBriefs in electrical and computer engineering : Signal processing
spellingShingle	Chen, Chen Big visual data analysis scene classification and geometric labeling Engineering Image processing Mathematics Visualization Signal, Image and Speech Processing Image Processing and Computer Vision Ingenieurwissenschaften Mathematik
title	Big visual data analysis scene classification and geometric labeling
title_auth	Big visual data analysis scene classification and geometric labeling
title_exact_search	Big visual data analysis scene classification and geometric labeling
title_full	Big visual data analysis scene classification and geometric labeling Chen Chen, Yuzhuo Ren, C.-C. Jay Kuo
title_fullStr	Big visual data analysis scene classification and geometric labeling Chen Chen, Yuzhuo Ren, C.-C. Jay Kuo
title_full_unstemmed	Big visual data analysis scene classification and geometric labeling Chen Chen, Yuzhuo Ren, C.-C. Jay Kuo
title_short	Big visual data analysis
title_sort	big visual data analysis scene classification and geometric labeling
title_sub	scene classification and geometric labeling
topic	Engineering Image processing Mathematics Visualization Signal, Image and Speech Processing Image Processing and Computer Vision Ingenieurwissenschaften Mathematik
topic_facet	Engineering Image processing Mathematics Visualization Signal, Image and Speech Processing Image Processing and Computer Vision Ingenieurwissenschaften Mathematik
url	https://doi.org/10.1007/978-981-10-0631-9 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028840670&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=028840670&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT chenchen bigvisualdataanalysissceneclassificationandgeometriclabeling AT renyuzhuo bigvisualdataanalysissceneclassificationandgeometriclabeling AT kuoccjay bigvisualdataanalysissceneclassificationandgeometriclabeling

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