Fusion in Computer Vision: Understanding Complex Visual Content
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham ; s.l.
Springer International Publishing
2014
Imprint: Springer |
| Series: | Advances in Computer Vision and Pattern Recognition
|
| Subjects: | |
| Online Access: | DE-522 DE-634 DE-Aug4 DE-M347 DE-92 DE-859 DE-861 DE-473 DE-355 DE-703 DE-20 DE-29 DE-739 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online-Ressource (XIV, 272 p.) Ill. |
| ISBN: | 9783319056968 |
| DOI: | 10.1007/978-3-319-05696-8 |
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Record in the Search Index
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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. |
| any_adam_object | 1 |
| author | Ionescu, Bogdan |
| author_GND | (DE-588)1050809300 (DE-588)1022635964 |
| author_facet | Ionescu, Bogdan |
| author_role | aut |
| author_sort | Ionescu, Bogdan |
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| building | Verbundindex |
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| classification_rvk | ST 330 ST 530 |
| collection | ZDB-2-SCS |
| ctrlnum | (OCoLC)875607736 (DE-599)BVBBV041833327 |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-319-05696-8 |
| format | Electronic eBook |
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| indexdate | 2025-03-02T15:00:23Z |
| institution | BVB |
| isbn | 9783319056968 |
| language | English |
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| record_format | marc |
| 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 Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Maschinelles Sehen (DE-588)4129594-8 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 Künstliche Intelligenz (DE-588)4033447-8 gnd Data Mining (DE-588)4428654-5 gnd Informatik (DE-588)4026894-9 gnd Maschinelles Sehen (DE-588)4129594-8 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4428654-5 (DE-588)4026894-9 (DE-588)4129594-8 |
| 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 | Künstliche Intelligenz (DE-588)4033447-8 gnd Data Mining (DE-588)4428654-5 gnd Informatik (DE-588)4026894-9 gnd Maschinelles Sehen (DE-588)4129594-8 gnd |
| topic_facet | Künstliche Intelligenz Data Mining Informatik Maschinelles Sehen |
| 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 |