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Multimedia indexing and retrieval: ever great challenges

Chabane Djeraba, Moncef Gabbouj, Patrick Bouthemy
2006 Multimedia tools and applications  
In this introduction, we present a brief state of the art of multimedia indexing and retrieval as well as highlight some notions explored in the special issue.  ...  The special issue is actually situated between old problems and new challenges, and contribute to understand the next multimedia indexing and retrieval generation.  ...  We are grateful to the authors for their hard work and patience during this long period of the special issue preparation.  ... 
doi:10.1007/s11042-006-0025-3 fatcat:qlgf7xogufespd3qmv54ssvixu

A Model of Media Information Management for Content Retrieval

Lin Liu
2014 International Journal of Multimedia and Ubiquitous Engineering  
Finally by combining this design it implements a multimedia digital books data retrieval system.  ...  The rapid development of digital library makes the multimedia information resources organization and management become a key issue to develop the digital library, and the multimedia information retrieval  ...  By analogy with that, a structured index can also be established for the content of multimedia data in digital libraries, so that the embedded information can be exposed for retrieval, and unordered multimedia  ... 
doi:10.14257/ijmue.2014.9.9.18 fatcat:2tftqohaabgtbmyed2ccebnmfa

Content-Based Retrieval Of Medical Images

Lilac A. E. Al-Safadi
2012 Zenodo  
The medical field demands sophisticated systems for search and retrieval of the produced multimedia document.  ...  This paper presents an ongoing research that focuses on the semantic content of radiographic image documents to facilitate semantic-based radiographic image indexing and a retrieval system.  ...  For a content retrieval of multimedia document, a comprehensive data ing the analysis of the represented by logical structure.  ... 
doi:10.5281/zenodo.1082997 fatcat:75ojihsryzf3npeuw3gbn7l5by

Multimedia data integration and processing for E-Government

Luca Greco, Francesco Colace, Flora Amato, Vincenzo Moscato, Antonio Picariello
2015 Proceedings of the 21st International Conference on Distributed Multimedia Systems  
content, information extraction, semantic retrieval, indexing, storage, presentation, together with long-term preservation.  ...  as the E-government one, on which semantic procedures are used for the transformation of non structured documents (pertaining to specialized domain) into structured data, suitable for automatic processing  ...  with a traditional DBMS, facilities for the indexing, storage, retrieval, and control of the multimedia data, providing a suitable environment for using and managing multimedia database information.  ... 
doi:10.18293/dms2015-019 dblp:conf/dms/GrecoCAMP15 fatcat:deq6fr6awvfwrc3tyq5palfxfe

Video Retrieval System for Bridging the Semantic Gap

Min Young JUNG, Sung Han PARK
2009 IEICE transactions on information and systems  
We propose a video ontology system to overcome semantic gap in video retrieval.  ...  Also, results of semantic retrieval shows not only the concept of topic keyword but also a sub-concept of the topic keyword using semantic query extension.  ...  This paper is intended to propose a semantic indexing structure for all senses using an ontology. The remainder of the letter is structured as follows.  ... 
doi:10.1587/transinf.e92.d.2516 fatcat:e23ggiz3j5c7vaf7esgsg4bq2u

Hierarchical affinity hybrid tree: A multidimensional index structure to organize videos and support content-based retrievals

Kasturi Chatterjee, Shu-Ching Chen
2008 2008 IEEE International Conference on Information Reuse and Integration  
In this paper, we investigate the design of the second component, i.e., a multimedia index, and propose a novel tree-based multidimensional hierarchical index structure called Hierarchical Affinity Hybrid-Tree  ...  The index structure accommodates different levels of video relationships during Content-Based Video Retrieval (CBVR) by utilizing a probabilistic approach called the Hierarchical Markov Model Mediator  ...  Though [11] attempts to enable index structures like SR-Tree [12] to support multimedia object indexing, it has a major drawback.  ... 
doi:10.1109/iri.2008.4583070 dblp:conf/iri/ChatterjeeC08 fatcat:anaxc636yrccja7ehti5ypx4my

GeM-Tree: Towards a Generalized Multidimensional Index Structure Supporting Image and Video Retrieval

Kasturi Chatterjee, Shu-Ching Chen
2008 2008 Tenth IEEE International Symposium on Multimedia  
The experimental results indicate that GeM-Tree is a promising generalized index structure for multimedia data with low computational overhead, is flexible enough to support different retrieval approaches  ...  In this paper, we propose a tree-based multidimensional structure, GeM-Tree, which indexes both images and videos within a single general framework utilizing Earth Mover's Distance.  ...  Marco Patella, University of Bologna, Italy for all the valuable discussions on M-Tree.  ... 
doi:10.1109/ism.2008.96 dblp:conf/ism/ChatterjeeC08 fatcat:mumfp5tm4rdntn57srktdhstle

Efficient Content-Based Multimedia Retrieval Using Novel Indexing Structure in PostgreSQL

Fausto C. Fleites, Shu-Ching Chen
2013 2013 IEEE International Symposium on Multimedia  
The AH-Tree is a balanced, tree-based index structure that utilizes highlevel semantic information to address the well-known problems of semantic gap and user perception subjectivity.  ...  The proposed system implements the AH-Tree inside PostgreSQL's kernel by internally modifying PostgreSQL's GiST access mechanism and thus provides a DBMS with a viable and efficient content-based multimedia  ...  For textbased information, traditional database management systems (DBMSs) have provided tools for storage and retrieval via index methods, e.g., B + -tree, but have been unable to do the same for multimedia  ... 
doi:10.1109/ism.2013.96 dblp:conf/ism/FleitesC13 fatcat:ju3s5tdxbfhkda2kxdm23jf5uq

Investigating the combination of structural and textual information about multimedia retrieval

Sana FAKHFAKH, Mohamed TMAR, Walid MAHDI
2014 International Journal of Advanced Computer Science and Applications  
We investigate in this paper the combination of textual and structural context for multimedia retrieval in XML document thus we present a indexing model which combines textual and structural information  ...  The expansion of structured information in different applications introduces a new ambiguity in multimedia retrieval in semi-structured documents.  ...  To resolve difficulties in multimedia retrieval field, you must define adequate source of evidence for representation a multimedia element and defining appropriate indexing model.  ... 
doi:10.14569/ijacsa.2014.050218 fatcat:4gpmvsznzfe77mr57okib6jaum

An Efficient Approach for Geo-Multimedia Cross-Modal Retrieval

Lei Zhu, Jun Long, Chengyuan Zhang, Weiren Yu, Xinpan Yuan, Longzhi Sun
2019 IEEE Access  
A novel framework for geo-multimedia cross-modal retrieval is proposed, which includes multi-modal feature extraction, cross-modal semantic space mapping, geo-multimedia spatial index and cross-modal semantic  ...  INDEX TERMS Cross-modal retrieval, deep learning, kNN spatial search, geo-multimedia.  ...  HYBIRD INDEXING FOR GEO-MULTIMEDIA CROSS-MODAL RETRIEVAL In this section, we present a novel hybrid spatial indexing technique for efficient geo-multimedia cross-modal retrieval.  ... 
doi:10.1109/access.2019.2940055 fatcat:xhhjgegdkfb4vjyk7lsquo2ws4

A Distributed Multimedia Data Management over the Grid [chapter]

Kasturi Chatterjee, S. Masoud Sadjadi, Shu-Ching Chen
2010 Smart Innovation, Systems and Technologies  
The main components of the proposed system comprises of a distributed multidimensional index structure, a distributed query manager handling content-based information retrievals and a load balancing technology  ...  In this chapter, we propose a distributed multimedia data management architecture, which can efficiently store and retrieve multimedia data across several nodes of a Grid environment.  ...  Dongri Luo for his help in enabling the Index structure to be executed in the Linux environment successfully.  ... 
doi:10.1007/978-3-642-13355-8_3 fatcat:ipxqcwprknhjzagxtwu2i6ai74

Multimedia Indexing, Search, and Retrieval in Large Databases of Social Networks [chapter]

Theodoros Semertzidis, Dimitrios Rafailidis, Eleftherios Tiakas, Michael G. Strintzis, Petros Daras
2012 Computer Communications and Networks  
In the social media era, multimedia content search is promoted to a fundamental feature towards efficient search inside social multimedia streams, content classification, context and event based indexing  ...  In this chapter an overview of multimedia indexing and searching algorithms, following the data growth curve is presented in detail. The chapter is thematically structured in two parts.  ...  A very interesting study on the combination of Content and Context information to learn a Latent Semantic Space for use in social multimedia retrieval environments Fig. 6 Learning Latent Semantic Space  ... 
doi:10.1007/978-1-4471-4555-4_3 dblp:series/ccn/SemertzidisRTSD13 fatcat:6l3whv5qcjgshmjwcqh6dgelb4

AI-Based Semantic Multimedia Indexing and Retrieval for Social Media on Smartphones

Stefan Wagenpfeil, Felix Engel, Paul Mc Kevitt, Matthias Hemmje
2021 Information  
To cope with the growing number of multimedia assets on smartphones and social media, an integrated approach for semantic indexing and retrieval is required.  ...  Here, we introduce a generic framework to fuse existing image and video analysis tools and algorithms into a unified semantic annotation, indexing and retrieval model resulting in a multimedia feature  ...  index and retrieve multimedia content.  ... 
doi:10.3390/info12010043 fatcat:ylvagprhy5ebnojn2h3m3gs64i

Synchronization of Multimedia Events based on Semantic Extracton A Survey

S. Vigneswaran, A. Leelamani, K. Divya
2013 International Journal of Computer Applications  
A distributed multimedia system involved for ECA that should be synchronized while presented to the user.  ...  User can apply their own synchronization technique that is developed for their self usage else the events itself will be synchronized automatically.  ...  Current approaches for semantic-based video indexing and retrieval usually utilize a set of texts to describe the visual contents of videos.  ... 
doi:10.5120/14485-2794 fatcat:ljfrtn5cmnc5hmvki4dnhgkjwq

Collaborative home media community with semantic support

Hongguang Zhang, Marc Girod Genet, Djamal Zeghlache, Tien Anh Le, Hang Nguyen, Noel Crespi
2010 2010 IEEE International Conference on Multimedia and Expo  
We further propose the Resource Description Framework (RDF) triple-based metadata indexing, retrieving and tagging algorithms on structured P2P networks.  ...  This paper presents our research towards the exploitation of P2P networks, semantic metadata and social tagging for home media sharing, with a vision of P2P-based Collaborative Home Media Community (CHMC  ...  METADATA INDEXING AND RETRIEVING SCHEME This section presents a distributed approach to index multimedia contents with the use of CAM4Home semantic metadata.  ... 
doi:10.1109/icme.2010.5582945 dblp:conf/icmcs/ZhangGZLNC10 fatcat:wmr6y7l2bfburpygoqyqpy4lii
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