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Content-Based Analysis Improves Audiovisual Archive Retrieval

Bouke Huurnink, Cees G. M. Snoek, Maarten de Rijke, Arnold W. M. Smeulders
2012 IEEE transactions on multimedia  
In this paper, we take into account the information needs and retrieval data already present in the audiovisual archive, and demonstrate that retrieval performance can be significantly improved when content-based  ...  The time has come for audiovisual archives to start accommodating content-based video retrieval methods into their daily practice.  ...  CONCLUDING RECOMMENDATIONS In this paper we have investigated how content-based video retrieval can improve searches in the audiovisual archive.  ... 
doi:10.1109/tmm.2012.2193561 fatcat:zo7zhuwkind7fhbnow7rojd7fi

Today's and tomorrow's retrieval practice in the audiovisual archive

Bouke Huurnink, Cees G. M. Snoek, Maarten de Rijke, Arnold W. M. Smeulders
2010 Proceedings of the ACM International Conference on Image and Video Retrieval - CIVR '10  
We investigate to what extent content-based video retrieval methods can improve search in the audiovisual archive.  ...  We conclude that the time has come for audiovisual archives to start accommodating content-based video retrieval methods into their daily practice.  ...  We found that program retrieval with a content-based video search en-gine improved upon catalog-based search by up to 147%.  ... 
doi:10.1145/1816041.1816045 dblp:conf/civr/HuurninkSRS10 fatcat:nbr3m6mt3nfghp57lkdn472vva

Search in audiovisual broadcast archives

Bouke Huurnink
2011 SIGIR Forum  
In Part II we study how the results of their searches may be improved through applying state-ofthe-art methods in video retrieval.  ...  Search in Audiovisual Broadcast Archives -Bouke Huurnink  ...  main question, How can we improve search for content in audiovisual broadcast archives?  ... 
doi:10.1145/1988852.1988871 fatcat:ckotehsrpnbjpcyf63rvnyui3i

Content-based analysis for accessing audiovisual archives: Alternatives for concept-based indexing and search

Tinne Tuytelaars
2012 2012 13th International Workshop on Image Analysis for Multimedia Interactive Services  
Up to recently, the main paradigm to open up archives by automatic tools for audiovisual analysis has been a concept-based indexing and retrieval oriented approach.  ...  However, in spite of millions of man hours spent on manual annotation and recent advances in (semi-)automatic metadata generation, accessing these archives and retrieving relevant information from them  ...  However, in a more diversified, real world setting, only the most basic tools for content-based audiovisual analysis have really proven their value to date (e.g. shot cut detection, indexing based on ASR  ... 
doi:10.1109/wiamis.2012.6226770 dblp:conf/wiamis/Tuytelaars12 fatcat:eprudqnimrg4rjtyqauvf6mspy

Adding Semantics to Audiovisual Content: The FAETHON Project [chapter]

Thanos Athanasiadis, Yannis Avrithis
2004 Lecture Notes in Computer Science  
This paper presents FAETHON, a distributed information system that offers enhanced search and retrieval capabilities to users interacting with digital audiovisual (a/v) archives.  ...  The paper emphasizes the features that provide enhanced search and retrieval capabilities to users, as well as intelligent management of the a/v content by content creators / distributors.  ...  Another interesting perspective of FAETHON's developments is the personalisation, based on usage history, of the results of content retrieval.  ... 
doi:10.1007/978-3-540-27814-6_77 fatcat:sx7jwbsh6bd4djh6oxiovdwphu

Creating Rich Metadata in the TV Broadcast Archives Environment: The PrestoSpace Project

A. Messina, L. Boch, G. Dimino, W. Bailer, P. Schallauer, W. Allasia, M. Groppo, M. Vigilante, R. Basili
2006 2006 Second International Conference on Automated Production of Cross Media Content for Multi-Channel Distribution (AXMEDIS'06)  
Automatic tools include audiovisual content analysis and semantic analysis of text extracted by automatic speech recognition (ASR).  ...  This paper describes the part of the European PrestoSpace project dedicated to the study and development of a Metadata Access and Delivery (MAD) system for television broadcast archives.  ...  Audiovisual material is sought and retrieved by means of similarity searches based exclusively on the audiovisual content, i.e. regardless of the expressed meaning and content.  ... 
doi:10.1109/axmedis.2006.20 dblp:conf/axmedis/MessinaBDBSAGVB06 fatcat:t7oaqiwvojhghdu6g7bqpadnr4

Experts' annotation behavior in relation to audiovisual content: a case study of the film domain

Liliana N. Melgar Estrada
2014 Bulletin of IEEE Technical Committee on Digital Libraries  
In this paper we describe a proposal for researching the annotation behavior of experts in the audiovisual domain, more specifically in relation to cinema.  ...  order to look into how film archives can support different user communities and facilitate both experts and novices' annotation interaction with film heritage.  ...  In this context, access to audiovisual content is made possible through "content based and concept based methods.  ... 
dblp:journals/tcdl/Melgar14 fatcat:p4o5tgssnfc3lppbge6wr6zufm

Enhanced Multimedia Content Access and Exploitation Using Semantic Speech Retrieval

Roeland Ordelman, Franciska de Jong, Martha Larson
2009 2009 IEEE International Conference on Semantic Computing  
Techniques for automatic annotation of spoken content making use of speech recognition technology have long been characterized as holding unrealized promise to provide access to archives inundated with  ...  We conclude with an overview of the challenges for semantic speech retrieval in the workflow of a real-world archive and perspectives on future tasks in which speech retrieval integrates information related  ...  ACKNOWLEDGMENT This paper is based on research that was partly funded by IST project MESH ( and by bsik program MultimediaN (  ... 
doi:10.1109/icsc.2009.80 dblp:conf/semco/OrdelmanJL09 fatcat:4wbj4qm7uffnvp5rhmdxex4acq

Symbiosis between the TRECVid benchmark and video libraries at the Netherlands Institute for Sound and Vision

Johan Oomen, Paul Over, Wessel Kraaij, Alan F. Smeaton
2013 International Journal on Digital Libraries  
Digitisation opens up new access paradigms and boosted re-use of audiovisual content.  ...  Audiovisual archives are investing in largescale digitisation efforts of their analogue holdings and, in parallel, ingesting an ever-increasing amount of borndigital files in their digital storage facilities  ...  It combines content-based video retrieval and speech-to-text technology.  ... 
doi:10.1007/s00799-012-0102-3 fatcat:bl6e6qavvncejeydygngsqq3qy

Knowledge-Based Multimedia Content Indexing and Retrieval [chapter]

Manolis Wallace, Yannis Avrithis, Giorgos Stamou, Stefanos Kollias
2005 Multimedia Content and the Semantic Web  
It became clear among the research community dealing with content-based audiovisual data retrieval and new emerging related standards such as MPEG-21 that the results to be obtained from this process would  ...  Adding 'semantics to content' in the framework of this system is achieved through algorithmic, intelligent content analysis and learning processes.  ...  Audiovisual Content Classification The audiovisual classification module receives as input a weighted set of documents. It is the set of documents retrieved based on the user's actions.  ... 
doi:10.1002/0470012617.ch12 fatcat:j5dvi2hhqncg7luyqfui5zbdte

Time shifting patterns in browsing and search behavior for catch-up TV on the web

Mika Rautiainen, Arto Heikkinen, Jouni Sarvanko, Konstantinos Chorianopoulos, Vassilis Kostakos, Mika Ylianttila
2013 Proceedings of the 11th european conference on Interactive TV and video - EuroITV '13  
We deployed two distinct content-based web services to explore information retrieval of time-shifted TV content.  ...  Further research should develop the user experience for content-based TV access and explore the sharing patterns of archival TV content on social networks.  ...  [11] recommend audiovisual archives to invest in embedding content retrieval into their work-flow and that audiovisual archives prioritize video retrieval using transcripts. Lee et al.  ... 
doi:10.1145/2465958.2465965 dblp:conf/euroitv/RautiainenHSCKY13 fatcat:xnebwd3jaredtp3alcvlemvlwu

Seeking Serendipity

Sabrina Sauer, Maarten de Rijke
2016 Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval - SIGIR '16  
for a large audiovisual archive.  ...  The case study involves a specific user group, media professionals who work in broadcast television and use audiovisual archives to create audiovisual content, during the development of new search algorithms  ...  ; retrieving sources from the archive to create new audiovisual stories.  ... 
doi:10.1145/2911451.2914721 dblp:conf/sigir/SauerR16 fatcat:xq5d7fp2izhpze3x4spedge7am

AXES-RESEARCH — A user-oriented tool for enhanced multimodal search and retrieval in audiovisual libraries

Peggy van der Kreeft, Kay Macquarrie, Max Kemman, Martijn Kleppe, Kevin McGuinness
2014 2014 12th International Workshop on Content-Based Multimedia Indexing (CBMI)  
AXES, Access for Audiovisual Archives, is a research project developing tools for new engaging ways to interact with audiovisual libraries, integrating advanced audio and video analysis technologies.  ...  The tool allows them to search and retrieve video segments through metadata, audio analysis, as well as visual concepts and similarity searches.  ...  Three primary user groups are targeted: (1) archivists and broadcast professionals, dealing with content and metadata archiving and retrieval requests for reuse by media professionals; (2) the research  ... 
doi:10.1109/cbmi.2014.6849852 dblp:conf/cbmi/KreeftMKKM14 fatcat:nk6lhwnm25d2bnwktozf52jsly

Architecture for Embedding Audiovisual Feature Extraction Tools in Archives

Robbie De Sutter, Karel Braeckman
2011 SMPTE Motion Imaging Journal  
The research in this group focuses on the creation, adaptation, integration, and exploitation of audiovisual descriptive metadata and investigates automatic content analysis tools and improved indexing  ...  Also, the tool retrieves the media content it requires Generator services. The latter is, for example, used by face or ob to perform its feature analysis.  ... 
doi:10.5594/j18005xy fatcat:noxlrfgtyjbnpfczdrgzpj6xz4

Search behavior of media professionals at an audiovisual archive: A transaction log analysis

Bouke Huurnink, Laura Hollink, Wietske van den Heuvel, Maarten de Rijke
2010 Journal of the American Society for Information Science and Technology  
Our observations imply that it may be beneficial to increase support for finegrained access to audiovisual material, for example, through manual segmentation or content-based analysis.  ...  Such professionals are typically served by an audiovisual broadcast archive. We report on a study of the transaction logs of one such archive.  ...  In our setting, detectors for content-based retrieval are not available; however, users are able to search on concepts in the form of thesaurus terms, as well as free text, manually entered in the audiovisual  ... 
doi:10.1002/asi.21327 fatcat:eef3cjrrg5bodliswsm2j3a57u
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