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Emerging Trends in Reducing Semantic Gap towards Multimedia Access: A Comprehensive Survey

Aijazahamed Qazi, R. H. Goudar
2016 Indian Journal of Science and Technology  
Semantic web supports reasoning of uncertain and vague knowledge for applications like multimedia processing, ubiquitous contexts, etc.  ...  Semantic web is combined with statistical and machine learning techniques to increase the efficiency of an information retrieval system.  ...  This paper provides an overview of various approaches to retrieve multimedia knowledge in semantic web and challenges related to reducing the semantic gap.  ... 
doi:10.17485/ijst/2016/v9i30/99072 fatcat:asnamx3urveabjyritsri3guuy

Enhancing the Interoperability of Multimedia Learning Objects Based on the Ontology Mapping

Jihad Chaker, Mohamed Khaldi, Souhaib Aammou
2014 International Journal of Emerging Technologies in Learning (iJET)  
Given the multimedia nature of these resources, such use causes problems in the interoperability of multimedia learning objects in e-Learning environments, indexing and retrieval of digital resources.  ...  This article addresses the interoperability between the semantic learning platforms and the educational resources banks, more precisely between the LOM and MPEG-7 standards.  ...  LOM and MPEG-7, however, the use of multimedia in this context requires the establishment of a semantic platform for learning in which the learner interacts with a device for inducing the discovery and  ... 
doi:10.3991/ijet.v9i5.3934 fatcat:rqf5excmofdt3gkprblvo7ospq

LODifying personal content sharing

Oscar Rodríguez Rocha, Carmen Criminisi, Fabio Mondin, Laurent-Walter Goix
2012 Proceedings of the 2012 Joint EDBT/ICDT Workshops on - EDBT-ICDT '12  
The growing quantity of multimedia content present on the web makes difficult for mobile users to retrieve suitable content.  ...  To address these issues, our platform provides users with an application targeted for modern mobile devices that allows content acquisition and publication.  ...  Every uploaded content can hence be stored with these kinds of new and richer tags that allow a better management and, accordingly, an effective access and retrieval of multimedia data.  ... 
doi:10.1145/2320765.2320805 dblp:conf/edbt/RochaCMG12 fatcat:xedvprhifvccjond4jltlfb2au

V4Ann: Representation and Interlinking of Atom-Based Annotations of Digital Content [chapter]

Georgios Meditskos, Stefanos Vrochidis, Ioannis Kompatsiaris
2019 Lecture Notes in Computer Science  
The framework is part of the V4Design platform that aims to re-use and re-purpose existing heterogeneous multimedia content by semantically enriching and transforming assets into a 3D representation, so  ...  In this paper, we present V4Ann, an ontology-based framework for semantically representing, aggregating and combining annotations (atoms) coming from visual and textual analysis of digital content.  ...  This work was supported by the EC funded projects V4Design (H2020-779962) and MindSpaces (H2020-825079).  ... 
doi:10.1007/978-3-030-33220-4_10 fatcat:b3u6bz5prjgzreqwagxrd6dsp4

Media Authoring with Ontological Reasoning: Use Case for Multimedia Information Extraction [chapter]

Insook Choi
2012 Multimedia Information Extraction  
The extension of multimedia information processing into authoring enables generating interactive and impermanent media on computationally enabled devices.  ...  The increased consumption of UGC presents challenges and opportunities to multimedia information systems. We work towards modeling a deep structure for content networks.  ...  Acknowledgement The Authors wish to thank Allan Walker for international partnership initiatives; Jeff Meyers, Allen Fairchild, Aaron Phillips, and Angel Petrov for technology support.  ... 
doi:10.1002/9781118219546.ch23 fatcat:o6e3mhr3rzfftcfuytv5hhudfy

A Semantics- and Data-Driven SOA for Biomedical Multimedia Systems

Shih-Hsi Liu, Yu Cao, Ming Li, Pranay Kilaru, Thell Smith, Shaen Toner
2008 2008 Tenth IEEE International Symposium on Multimedia  
Due to the problems of heterogeneous data and platforms, abundant functional and QoS requirements, high data size, and tangling correlation between data/contents and software functionalities, developing  ...  This paper presents a semantics-and data-driven Service-Oriented Architecture (SOA) to take the interoperability and scalability advantages of conventional SOA and solve the aforementioned problems.  ...  advantage to solve the heterogeneousness issues and takes the scalability advantage for the purpose of future extensions, this paper presents a semantics-and data-driven SOA.  ... 
doi:10.1109/ism.2008.114 dblp:conf/ism/LiuCLKST08 fatcat:7viur2gzjzdirdlmmytosxnfji

Integrating Semantic Technologies with Interactive Digital TV [chapter]

Antonis Papadimitriou, Christos Anagnostopoulos, Vassileios Tsetsos, Sarantis Paskalis, Stathes Hadjiefthymiades
2009 Studies in Computational Intelligence  
We propose a smart iTV receiver framework capable of collecting, extending and processing semantic metadata related to the broadcast multimedia content.  ...  To this end, we explore the potential of introducing semantics in the distribution, processing and usage of the media content.  ...  Acknowledgements This work was partially funded by the Greek General Secretariat for Research and Technology (GSRT) under the Operational Program "Information Society", co funded by the EU.  ... 
doi:10.1007/978-3-642-02184-8_20 fatcat:4vh3ozx26rhc5i7w6dobbjn5dy


Marco Bertini, Alberto Del Bimbo, George Ioannidis, Emile Bijk, Isabel Trancoso, Hugo Meinedo
2013 Proceedings of the 21st ACM international conference on Multimedia - MM '13  
The system is based on a Service Oriented Architecture that allows to combine and orchestrate a large set of web services for automatic and manual annotation, retrieval, browsing, ingestion and authoring  ...  of multimedia sources. euTV tools have been used to create several publicly available vertical applications, addressing different use cases.  ...  This goal has been reached by extensively using a services oriented approach for system integration, with an agnostic approach to languages and protocols.  ... 
doi:10.1145/2502081.2502265 dblp:conf/mm/BertiniBIBTM13 fatcat:r2fiztwej5hj7dp7prykxe3m3u

The Use of Ontology in Retrieval: A Study on Textual, Multilingual and Multimedia Retrieval

Muhammad Nabeel Asim, Muhammad Wasim, Muhammad Usman Ghani Khan, Nasir Mahmood, Waqar Mahmood
2019 IEEE Access  
This paper reviews modern ontology-based information retrieval methods for textual, multimedia, and cross-lingual data types.  ...  Ontologies are not only being extensively employed in the semantic Web to store unstructured information in an organized and structured way but it has also raised the performance of diverse information  ...  This is why the use of multimedia resources is increasing as the speed of light, thus, making multimedia retrieval an indispensable task in domain of IR.  ... 
doi:10.1109/access.2019.2897849 fatcat:ei2zxyxdjndbvgzzue2indwqy4

Systems and architectures for multimedia information retrieval

Chabane Djeraba, Nicu Sebe, Michael S. Lew
2005 Multimedia Systems  
In this paper, we provide a brief survey of the multimedia information retrieval domain as well as introduce some ideas investigated in the special issue.  ...  We hope that the contributions of this issue provide motivation for readers to deal with the current challenges and problems.  ...  for timecontinuous Web resources with only minor extensions.  ... 
doi:10.1007/s00530-005-0174-7 fatcat:iexg3fucvbhhfgvc4z4sgjfnz4


Fergal Monaghan, Siegfried Handschuh, David O'Sullivan
2011 International Journal on Semantic Web and Information Systems (IJSWIS)  
This paper presents an overview of a use case of ACRONYM for semantic annotation of personal photographs.  ...  However, the usefulness of the collected data is in doubt, given that the means of retrieval are limited by the semantic gap between them and people's perceived understanding of the memories they represent  ...  Due to the dependence of the Semantic Web on ontology-based metadata, an important question is how to support the creation of this semantic metadata.  ... 
doi:10.4018/jswis.2011100101 fatcat:kvprm4hno5eilhfhuwzvik4ozm

Knowledge representation and semantic annotation of multimedia content

K. Petridis, S. Bloehdorn, C. Saathoff, N. Simou, S. Dasiopoulou, V. Tzouvaras, S. Handschuh, Y. Avrithis, Y. Kompatsiaris, S. Staab
2006 IEE Proceedings - Vision Image and Signal Processing  
In this paper, we present a knowledge infrastructure and a experimentation platform for semantic annotation to bridge the two directions.  ...  Knowledge representation and annotation of multimedia documents typically have been pursued in two different directions.  ...  The expressed content is the view of the authors but not necessarily the view of the aceMedia project as a whole.  ... 
doi:10.1049/ip-vis:20050059 fatcat:cwxkuzgmsbgxvcw6ofp4fagv5m

Survey of Semantic Media Annotation Tools for the Web: Towards New Media Applications with Linked Media [chapter]

Lyndon Nixon, Raphaël Troncy
2014 Lecture Notes in Computer Science  
Semantic annotation of media resources has been a focus in research since many years, the closing of the "semantic gap" being seen as key to significant improvements in media retrieval and browsing and  ...  However, current tools and services exhibit varied approaches which do not easily integrate and act as a barrier to wider uptake of semantic annotation of online multimedia.  ...  This work was partially supported by the European Union's 7th Framework Programme via the projects LinkedTV (GA 287911) and MediaMixer (GA 318101) as well as the Austrian FFG COIN programme through the  ... 
doi:10.1007/978-3-319-11955-7_9 fatcat:a5om5hx5nffotbe2srn4tum5o4

Modelos de anotação para representação de documentos: uma proposta ontológica para o domínio de anotação multimídia

Daniela Lucas da Silva Lemos, Renato Rocha Souza
2018 Informação & Tecnologia  
KIM is a semantic annotation, indexing and retrieval platform developed by Ontotext in 2002 [78] .  ...  Telefonica's use case will provide an annotation platform for users of an Intranet.  ...  navigation of metadata and annotation to find specific content. 32: Should the user be able to navigate from a given resource to other semantically related resources?  ... 
doi:10.22478/ufpb.2358-3908.2017v4n2.40544 fatcat:kh6ikv3nsjeezdadn62if6vo3e

A Semantics and Data-Driven Biomedical Multimedia Software System

Shih-Hsi Liu, Yu Cao, Ming Li, Pranay Kilaru, Thell Smith, Shaen Toner
2010 Journal of Multimedia  
for processing biomedical multimedia data may be discovered, performed, tuned up or replaced as needed.  ...  Lastly, a biomedical education project that improves the performance of feature extraction and classification processed afterwards is introduced to illustrate the advantages of our software system developed  ...  (ii) If an end user would like to request content based multimedia data retrieval by using the updated data from (i) or inputting new annotations for retrieving specific data, an orchestration language  ... 
doi:10.4304/jmm.5.4.352-360 fatcat:lsud2hwehrbhvp5r43tlcour6q
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