Verfügbarkeit: Fusion in Computer Vision

Fusion in Computer Vision: Understanding Complex Visual Content

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Bibliographische Detailangaben
1. Verfasser:	Ionescu, Bogdan (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Cham ; s.l. Springer International Publishing 2014 Imprint: Springer
Schriftenreihe:	Advances in Computer Vision and Pattern Recognition
Schlagworte:	Maschinelles Sehen Informatik Data Mining Künstliche Intelligenz
Online-Zugang:	BFB01 BTU01 FHA01 FHM01 FHN01 FKE01 FRO01 UBG01 UBR01 UBT01 UBW01 UER01 UPA01 Volltext Inhaltsverzeichnis Abstract
Beschreibung:	1 Online-Ressource (XIV, 272 p.) Ill.
ISBN:	9783319056968
DOI:	10.1007/978-3-319-05696-8

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Datensatz im Suchindex

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adam_text	FUSION IN COMPUTER VISION / : 2014 TABLE OF CONTENTS / INHALTSVERZEICHNIS A SELECTIVE WEIGHTED LATE FUSION FOR VISUAL CONCEPT RECOGNITION BAG-OF-WORDS IMAGE REPRESENTATION: KEY IDEAS AND FURTHER INSIGHT HIERARCHICAL LATE FUSION FOR CONCEPT DETECTION IN VIDEOS FUSION OF MULTIPLE VISUAL CUES FOR OBJECT RECOGNITION IN VIDEO EVALUATING MULTIMEDIA FEATURES AND FUSION FOR EXAMPLE-BASED EVENT DETECTION ROTATION-BASED ENSEMBLE CLASSIFIERS FOR HIGH DIMENSIONAL DATA MULTIMODAL FUSION IN SURVEILLANCE APPLICATIONS MULTIMODAL VIOLENCE DETECTION IN HOLLYWOOD MOVIES: STATE-OF-THE-ART AND BENCHMARKING FUSION TECHNIQUES IN BIOMEDICAL INFORMATION RETRIEVAL USING CROWDSOURCING TO CAPTURE COMPLEXITY IN HUMAN INTERPRETATIONS OF MULTIMEDIA CONTENT DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. FUSION IN COMPUTER VISION / : 2014 ABSTRACT / INHALTSTEXT VISUAL CONTENT UNDERSTANDING IS A COMPLEX AND IMPORTANT CHALLENGE FOR APPLICATIONS IN AUTOMATIC MULTIMEDIA INFORMATION INDEXING, MEDICINE, ROBOTICS, AND SURVEILLANCE. YET THE PERFORMANCE OF SUCH SYSTEMS CAN BE IMPROVED BY THE FUSION OF INDIVIDUAL MODALITIES/TECHNIQUES FOR CONTENT REPRESENTATION AND MACHINE LEARNING. THIS COMPREHENSIVE TEXT/REFERENCE PRESENTS A THOROUGH OVERVIEW OF FUSION IN COMPUTER VISION, FROM AN INTERDISCIPLINARY AND MULTI-APPLICATION VIEWPOINT. PRESENTING CONTRIBUTIONS FROM AN INTERNATIONAL SELECTION OF EXPERTS, THE WORK DESCRIBES NUMEROUS SUCCESSFUL APPROACHES, EVALUATED IN THE CONTEXT OF INTERNATIONAL BENCHMARKS THAT MODEL REALISTIC USE CASES AT SIGNIFICANT SCALES. TOPICS AND FEATURES: EXAMINES LATE FUSION APPROACHES FOR CONCEPT RECOGNITION IN IMAGES AND VIDEOS, INCLUDING THE BAG-OF-WORDS MODEL DESCRIBES THE INTERPRETATION OF VISUAL CONTENT BY INCORPORATING MODELS OF THE HUMAN VISUAL SYSTEM WITH CONTENT UNDERSTANDING METHODS INVESTIGATES THE FUSION OF MULTI-MODAL FEATURES OF DIFFERENT SEMANTIC LEVELS, AS WELL AS RESULTS OF SEMANTIC CONCEPT DETECTIONS, FOR EXAMPLE-BASED EVENT RECOGNITION IN VIDEO PROPOSES ROTATION-BASED ENSEMBLE CLASSIFIERS FOR HIGH-DIMENSIONAL DATA, WHICH ENCOURAGE BOTH INDIVIDUAL ACCURACY AND DIVERSITY WITHIN THE ENSEMBLE REVIEWS APPLICATION-FOCUSED STRATEGIES OF FUSION IN VIDEO SURVEILLANCE, BIOMEDICAL INFORMATION RETRIEVAL, AND CONTENT DETECTION IN MOVIES DISCUSSES THE MODELING OF MECHANISMS OF HUMAN INTERPRETATION OF COMPLEX VISUAL CONTENT THIS AUTHORITATIVE COLLECTION IS ESSENTIAL READING FOR RESEARCHERS AND STUDENTS INTERESTED IN THE DOMAIN OF INFORMATION FUSION FOR COMPLEX VISUAL CONTENT UNDERSTANDING, AND RELATED FIELDS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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series2	Advances in Computer Vision and Pattern Recognition
spelling	Ionescu, Bogdan Verfasser (DE-588)1050809300 aut Fusion in Computer Vision Understanding Complex Visual Content edited by Bogdan Ionescu, Jenny Benois-Pineau, Tomas Piatrik, Georges Quénot Cham ; s.l. Springer International Publishing 2014 Imprint: Springer 1 Online-Ressource (XIV, 272 p.) Ill. txt rdacontent c rdamedia cr rdacarrier Advances in Computer Vision and Pattern Recognition Online-Ausgabe Springer eBook Collection / Computer Science Maschinelles Sehen (DE-588)4129594-8 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Informatik (DE-588)4026894-9 s Data Mining (DE-588)4428654-5 s Künstliche Intelligenz (DE-588)4033447-8 s Maschinelles Sehen (DE-588)4129594-8 s DE-604 Benois-Pineau, Jenny Sonstige (DE-588)1022635964 oth Piatrik, Tomas Sonstige oth Quénot, Georges Sonstige oth Reproduktion von Ionescu, Bogdan Fusion in Computer Vision 2014 Erscheint auch als Druckausgabe 978-3-319-05695-1 https://doi.org/10.1007/978-3-319-05696-8 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027278163&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=027278163&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract
spellingShingle	Ionescu, Bogdan Fusion in Computer Vision Understanding Complex Visual Content Maschinelles Sehen (DE-588)4129594-8 gnd Informatik (DE-588)4026894-9 gnd Data Mining (DE-588)4428654-5 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd
subject_GND	(DE-588)4129594-8 (DE-588)4026894-9 (DE-588)4428654-5 (DE-588)4033447-8
title	Fusion in Computer Vision Understanding Complex Visual Content
title_auth	Fusion in Computer Vision Understanding Complex Visual Content
title_exact_search	Fusion in Computer Vision Understanding Complex Visual Content
title_full	Fusion in Computer Vision Understanding Complex Visual Content edited by Bogdan Ionescu, Jenny Benois-Pineau, Tomas Piatrik, Georges Quénot
title_fullStr	Fusion in Computer Vision Understanding Complex Visual Content edited by Bogdan Ionescu, Jenny Benois-Pineau, Tomas Piatrik, Georges Quénot
title_full_unstemmed	Fusion in Computer Vision Understanding Complex Visual Content edited by Bogdan Ionescu, Jenny Benois-Pineau, Tomas Piatrik, Georges Quénot
title_short	Fusion in Computer Vision
title_sort	fusion in computer vision understanding complex visual content
title_sub	Understanding Complex Visual Content
topic	Maschinelles Sehen (DE-588)4129594-8 gnd Informatik (DE-588)4026894-9 gnd Data Mining (DE-588)4428654-5 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd
topic_facet	Maschinelles Sehen Informatik Data Mining Künstliche Intelligenz
url	https://doi.org/10.1007/978-3-319-05696-8 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027278163&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=027278163&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT ionescubogdan fusionincomputervisionunderstandingcomplexvisualcontent AT benoispineaujenny fusionincomputervisionunderstandingcomplexvisualcontent AT piatriktomas fusionincomputervisionunderstandingcomplexvisualcontent AT quenotgeorges fusionincomputervisionunderstandingcomplexvisualcontent

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