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Efficient Query Refinement in Multimedia Databases

K. Chakrabarti, K. Porkaew, S. Mehrotra
Proceedings of 16th International Conference on Data Engineering (Cat. No.00CB37073)  
While there has been a lot of research showing the effective-ness of query refinement, there exists no work on how to implement query refinement efficiently in a multimedia database system.  ...  An important aspect of multimedia similarity retrieval is that of query refinement.  ...  While there has been a lot of research showing the effective- ness of query refinement, there exists no work on how to implement query refinement efficiently in a multimedia database system.  ... 
doi:10.1109/icde.2000.839410 dblp:conf/icde/ChakrabartiPM00 fatcat:sro2hi3rgne3hm6dxa27djrlp4

Context-Aware Querying In Multimedia Databases – A Futuristic Approach

Nadeem Iftikhar, Zouhaib Zafar, Shaukat Ali
2007 Zenodo  
Efficient retrieval of multimedia objects has gained enormous focus in recent years.  ...  In this paper we have proposed a generic architecture for contextaware retrieval of multimedia objects.  ...  Context-Aware Querying in Multimedia Databases -A Futuristic Approach III.  ... 
doi:10.5281/zenodo.1080271 fatcat:y4dzueh7ybhdhdhdieh7gudqhu

A Frame Work For Query Results Refinement In Multimedia Databases

Humaira Liaquat, Nadeem Iftikhar, Shaukat Ali, Zohaib Zafar Iqbal
2007 Zenodo  
In this paper, we have introduced a framework for refining query results before showing it to the user, using ambient intelligence, user profile, group profile, user location, time, day, user device type  ...  There is a growing need in the market to build systems, which can retrieve multimedia information that precisely meets the user's current needs.  ...  A Frame Work for Query Results Refinement in Multimedia Databases International Science Index, Computer and Information Engineering Vol:1, No:11, 2007 waset.org/Publication/1376 Humaira Liaquat, Nadeem  ... 
doi:10.5281/zenodo.1055082 fatcat:dx3ojrqepvhlzgbjxvzupdjh2e

A flexible image retrieval and multimedia presentation management system for multimedia databases

Shu-Ching Chen, Mei-Ling Shyu, Xia Jin, Qiong Chen, Chengcui Zhang, Jeff Strickrott
2001 Proceedings of the ninth ACM international conference on Multimedia - MULTIMEDIA '01  
In this demonstration, we present a multimedia query and presentation management system for multimedia databases. It uses an unsupervised segmentation method for image and video feature extraction.  ...  A presentation design interface systems is provided that allows query results to be used to create multimedia presentations.  ...  The Database Server Tier The task of a multimedia database server is to build up a system that can manage huge collections of multimedia data in an efficient way.  ... 
doi:10.1145/500141.500255 fatcat:wqzdirqqjre6jlhuq3xhpev364

A flexible image retrieval and multimedia presentation management system for multimedia databases

Shu-Ching Chen, Mei-Ling Shyu, Xia Jin, Qiong Chen, Chengcui Zhang, Jeff Strickrott
2001 Proceedings of the ninth ACM international conference on Multimedia - MULTIMEDIA '01  
In this demonstration, we present a multimedia query and presentation management system for multimedia databases. It uses an unsupervised segmentation method for image and video feature extraction.  ...  A presentation design interface systems is provided that allows query results to be used to create multimedia presentations.  ...  The Database Server Tier The task of a multimedia database server is to build up a system that can manage huge collections of multimedia data in an efficient way.  ... 
doi:10.1145/500249.500255 fatcat:lzxamraeavf2vmiqodkqthxs64

Automated Multimedia Systems Training Using Association Rule Mining

Na Zhao, Shu-Ching Chen, Stuart H. Rubin
2007 2007 IEEE International Conference on Information Reuse and Integration  
User feedback is widely deployed in recent multimedia research to refine retrieval performance.  ...  Training is performed per video rather than for all videos in the database, making the process more efficient and robust.  ...  Acknowledgements Shu-Ching Chen's research was supported in part by NSF EIA-0220562 and HRD-0317692. Stuart Rubin's research was supported in part by an SSC S&T initiative.  ... 
doi:10.1109/iri.2007.4296649 dblp:conf/iri/ZhaoCR07 fatcat:4w4rkymyovbzzgdgqcqr7odgdi

Mining User Navigation Patterns For Efficient Relevance Feedback For Cbir

MR. SHINDE SURESH GOROBA, PROF. C. M. JADHAV
2018 Zenodo  
Effectiveness of our proposed search algorithm NPRF Search makes use of the discovered navigation patterns and it also produces query refinement strategies in other three kinds, Query Point Movement (QPM  ...  In terms of efficiency, the iterations of feedback will get reduced drastically reduced substantially by using the navigation patterns discovered from the user query log.  ...  INTRODUCTION: Multimedia contents are growing explosively and the need for multimedia retrieval is occurring more and more frequently in our daily life.  ... 
doi:10.5281/zenodo.1464589 fatcat:ymxavnvoynayfev6vouqzxstni

Generic Multimedia Database Architecture Based upon Semantic Libraries

Omara Abdul Hamid, Muhammad Abdul Qadir, Nadeem Iftikhar, Mohib Ur Rehman, Mobin Uddin Ahmed, Imran Ihsan
2007 Informatica  
We have also demonstrated with the help of a case study that our proposed approach ensures an improvement in the semantic based retrieval of multimedia data.  ...  In this paper, we have performed automatic annotation of the images by extracting their semantics (high level features) with the help of semantic libraries. Semantic libraries use semantic graphs.  ...  multimedia retrieval techniques (3) multimedia feature indexing for efficiently retrieval based on similarity (4) multimedia database management for effectively and efficiently incorporate multimedia  ... 
doi:10.15388/informatica.2007.190 fatcat:4mzy3amr7na5zlo47xvbuqjqzi

Indexing the signature quadratic form distance for efficient content-based multimedia retrieval

Christian Beecks, Jakub Lokoč, Thomas Seidl, Tomáš Skopal
2011 Proceedings of the 1st ACM International Conference on Multimedia Retrieval - ICMR '11  
We show how the distance's inherent parameters determine the indexability and analyze the relationship between effectiveness and efficiency on numerous image databases.  ...  In this paper, we investigate the indexability of the Signature Quadratic Form Distance regarding metric access methods.  ...  In addition, this research has been supported in part by Czech Science Foundation project GAČR 201/09/0683 and by the grant SVV-2011-263312 (second and fourth author).  ... 
doi:10.1145/1991996.1992020 dblp:conf/mir/BeecksLSS11 fatcat:qusznahycbck7k5s5ynal32fpq

Study on Retrieval Technique of Content-Based Agricultural Scientech Multimedia Data [chapter]

Xiaorong Yang, Wensheng Wang
2010 IFIP Advances in Information and Communication Technology  
For providing a readable-friendly agriculture science & technology information service, this paper proposes a relation database model oriented multimedia data method, which implements content-based multimedia  ...  data search by indexing every kind of multimedia data.  ...  Multi-dimension index structure is used to query the object corresponding with the query point in query range.  ... 
doi:10.1007/978-3-642-12220-0_12 fatcat:qhyp3xlw5bbrpaewowezwafksi

Multimedia information retrieval

2010 ChoiceReviews  
Queries by example e.g., by providing an example document or image Browsing: display headers, summaries, miniatures etc. or for refining the retrieved results E.G.M Petrakis Multimedia Information  ...  Information Retrieval 9 database descriptions documents Doc1 Doc2 DocN index query E.G.M Petrakis Multimedia Information Retrieval 10 Problem Text descriptions for images and  ... 
doi:10.5860/choice.48-0317 fatcat:n4yvdhxgijhx7cqal7firknuze

Query refinement for multimedia similarity retrieval in MARS

Kriengkrai Porkaew, Kaushik Chakrabarti
1999 Proceedings of the seventh ACM international conference on Multimedia (Part 1) - MULTIMEDIA '99  
Advances in image processing, database management, and information retrieval has resulted in content-based multimedia retrieval to emerge as an important area of research.  ...  We study efficient query processing techniques to implement the QEX approach as well as efficient techniques to execute refined queries for both QEX and &PM models.  ... 
doi:10.1145/319463.319613 dblp:conf/mm/PorkaewC99 fatcat:7gezkttnk5a7fnc3sd5ufy6a7y

A spatial grid file for multimedia data representation [chapter]

Adil Alpkoçak, Esen Ozkarahan
1997 Lecture Notes in Computer Science  
In multimedia databases spatial or high-dimensional data manipulation is important for storage and retrieval. In this study, we introduce a new file structure called Spatial Grid File.  ...  And, with it, well-known spatial query types, such as range queries, nearest neighbor queries and spatial join operations can be efficiently performed.  ...  In multimedia databases, multimedia objects are usually mapped to feature vectors in high-dimensional space and queries are processed for a database of those feature vectors [6] .  ... 
doi:10.1007/3-540-63371-5_17 fatcat:zqrdndl6xza5nkh4obzl5drhme

Generalized Affinity-Based Association Rule Mining for Multimedia Database Queries

Mei-Ling Shyu, Shu-Ching Chen, R. L. Kashyap
2001 Knowledge and Information Systems  
This has created a need to discover structural equivalence relationships from the databases since queries tend to access information from structurally equivalent media objects residing in different databases  ...  The recent progress in high-speed communication networks and largecapacity storage devices has led to a tremendous increase in the number of databases and the volume of data in them.  ...  with no decrease in efficiency.  ... 
doi:10.1007/pl00011671 fatcat:6gbdnq64drdglcov23nx6jegwi

A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback

Yi Yang, Feiping Nie, Dong Xu, Jiebo Luo, Yueting Zhuang, Yunhe Pan
2012 IEEE Transactions on Pattern Analysis and Machine Intelligence  
Second, we propose a semi-supervised long-term Relevance Feedback (RF) algorithm to refine the multimedia data representation.  ...  Comprehensive experiments on four data sets have demonstrated its advantages in precision, robustness, scalability, and computational efficiency.  ...  Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the US National Science Foundation (NSF).  ... 
doi:10.1109/tpami.2011.170 pmid:21844624 fatcat:azxtiio77vfttpguw2prmoy6xy
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