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Tenth international workshop on multimedia data mining

Valery A. Petrushin, Jia-Yu (Tim) Pan, Cees G.M. Snoek
2011 SIGKDD Explorations  
In this report we provide a summary of the tenth Multimedia Data Mining Workshop that was held in conjunction with the 16th ACM  ...  -Representation and reuse of discovered multimedia knowledge. -Real-time multimedia data mining systems.  ...  Each relevance feature measures the relevance of an image to some profile underlying the image database. The framework assumes a two-stage process.  ... 
doi:10.1145/1964897.1964909 fatcat:pmhjo25aorhslicey2ljgsyo3q

Metadata Representation for Semantic-Based Multimedia Security and Management [chapter]

Yuriy Rytsar, Sviatoslav Voloshynovskiy, Thierry Pun
2003 Lecture Notes in Computer Science  
In this paper a novel approach to metadata representation for semantic-based multimedia security and management is proposed.  ...  This approach is based on semantically meaningful object segmentation and digital data hiding to facilitate image indexing as well as identification for dedicated image databases.  ...  Acknowledgment This work was partially supported by the Swiss National Center of Competence IM2 -Interactive Multimedia Information Management.  ... 
doi:10.1007/978-3-540-39962-9_77 fatcat:ztb4dbvoyvatlhs2he5dnv6sdy

Page 67 of Library & Information Science Abstracts Vol. , Issue 1 [page]

1995 Library & Information Science Abstracts  
The survey was a preliminary to a research project into the feasibility of creating a mixed mode database for non textual archive material in which an image is displayed alongside the descriptive text.  ...  Presents a study of problem solving activities in a hypermedia representation of a theorem proving problem.  ... 

Improving Arabic text to image mapping using a robust machine learning technique

Jezia Zakraoui, Samir Elloumi, Jihad Mohamad AlJa'am, Sadok Ben Yahia
2019 IEEE Access  
Second, we apply an image captioning process through a pre-trained deep learning model for all retrieved images from our multimedia database as well as the Google search engine.  ...  It is a kind of imitating the imaginative process when children read a story, yet a great challenge for a machine to achieve it.  ...  For instance, VOLUME 7, 2019 Mihalcea and Chee [12] find images for dictionary words as a kind of visual linguistic representations of machine translation using an in-house image database, PicNet,  ... 
doi:10.1109/access.2019.2896713 fatcat:bb4yl53etne4hc3al7mkrobsja

A Multimedia Data Management Approach with GeM-Tree

Kasturi Chatterjee, Shu-Ching Chen
2010 Journal of Multimedia  
The encouraging results demonstrate a potential solution to the important and complex issue of managing a large volume of multimedia data.  ...  In addition to supporting different multimedia data types and diverse representations, the proposed data management framework supports varied multimedia retrieval strategies like content-based image and  ...  EMPIRICAL STUDY An extensive study of the computation cost in terms of distance calculations and the relevance of query results in terms of accuracy is performed for Gem-Tree for different multimedia data  ... 
doi:10.4304/jmm.5.4.302-309 fatcat:nyjdy5apkzc4vno7ndlqal3ytq

A comparative study of similarity measures for content-based multimedia retrieval

Christian Beecks, Merih Seran Uysal, Thomas Seidl
2010 2010 IEEE International Conference on Multimedia and Expo  
Determining similarities among data objects is a core task of content-based multimedia retrieval systems.  ...  Furthermore, we study the behavior of the similarity measures by discussing their properties.  ...  A SHORT SURVEY OF ADAPTIVE SIMILARITY MEASURES In this section, we summarize major state-of-the-art similarity measures for feature signatures exhibiting content-based feature representations of multimedia  ... 
doi:10.1109/icme.2010.5582949 dblp:conf/icmcs/BeecksUS10 fatcat:gwtpohet4fdn3jvh7anlszfovu

An Efficient Approach for Geo-Multimedia Cross-Modal Retrieval

Lei Zhu, Jun Long, Chengyuan Zhang, Weiren Yu, Xinpan Yuan, Longzhi Sun
2019 IEEE Access  
, which aims to build a common semantic representation space for cross-modal semantic similarity measurement.  ...  Previous studies for cross-modal retrieval and spatial keyword search cannot address this problem effectively because they do not consider multimedia data with geo-tags (geo-multimedia).  ...  [62] studied the problem of joint modeling the text and image components of multimedia documents.  ... 
doi:10.1109/access.2019.2940055 fatcat:xhhjgegdkfb4vjyk7lsquo2ws4

Page 54 of Library & Information Science Abstracts Vol. , Issue 6 [page]

1995 Library & Information Science Abstracts  
7018 The ‘primitive mode of representation’ and the evolution of interactive multimedia.  ...  Presents, analyzes and discusses the data from a preliminary usability study and discusses system efficiency in terms of response time due to network delays, database processing, application processing  ... 

Fuzzy Logic Techniques in Multimedia Databases Querying: A Preliminary Investigation of the Potentials [chapter]

Didier Dubois, Henri Prade, Florence Sèdes
1999 Database Semantics  
This paper provides a preliminary investigation of the potential applications of fuzzy logic in multimedia databases. Querying issues are more particularly emphasized.  ...  Fuzzy set methods have been already applied to the representation of flexible queries and to the modelling of uncertain pieces of information in databases systems as well as in information retrieval.  ...  We can view a multimedia database as a controlled collection of multimedia data items, such as text, images, graphic objects, sketches, video and audio.  ... 
doi:10.1007/978-0-387-35561-0_13 fatcat:ixhdopbijjhf5ay6fy54kwcdsa

Systematic Study of Video Mining with Its Applications [chapter]

Mallappa G. Mendagudli, K.G. Kharade, T. Nadana Ravishankar, K. Vengatesan
2021 Advances in Parallel Computing  
Effective methods for video indexing will be more valuable as digital video data continues to grow. It has been years since we've seen this level of new multimedia research.  ...  A video can include several different kinds of data, such as images, visuals, audio, text, and additional metadata.  ...  . / Systematic Study of Video Mining with Its Applications  ... 
doi:10.3233/apc210232 fatcat:moi6fosa4jeqdl4rpvwfevzdki

A Review of Medical Imaging Informatics

USHA SINHA, ALEX BUI, RICKY TAIRA, JOHN DIONISIO, CRAIG MORIOKA, DAVID JOHNSON, HOOSHANG KANGARLOO
2002 Annals of the New York Academy of Sciences  
A BSTRACT : This review of medical imaging informatics is a survey of current developments in an exciting field.  ...  schemas to present imaging and clinical data: the large volume of medical data presents a daunting challenge for an efficient visualization paradigm.  ...  of the digital medical environment has led to interest in developing multimedia computerized patient records. 107, 108 For example, the NUCLEUS project 109 was a preliminary attempt to create customized  ... 
doi:10.1111/j.1749-6632.2002.tb04896.x pmid:12594089 fatcat:cqtgj3wg25bqtdpljen6cwbhoi

A relevance feedback architecture for content-based multimedia information retrieval systems

Yong Rui Yong Rui, T.S. Huang, S. Mehrotra, M. Ortega
1997 1997 Proceedings IEEE Workshop on Content-Based Access of Image and Video Libraries  
Content-based multimedia information retrieval MIR has become one of the most active research areas in the past few years.  ...  Many retrieval approaches based on extracting and representing visual properties of multimedia data have been developed.  ...  For a given feature, a representation of the feature and a notion of similarity measure are determined.  ... 
doi:10.1109/ivl.1997.629724 fatcat:ukq6bcbbxbcjpblmi4gyqx53li

Web image learning for searching semantic concepts in image databases

Chu-Hong Hoi, Michael R. Lyu
2004 Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters - WWW Alt. '04  
We evaluate our algorithm in a large image database and demonstrate the preliminary yet promising results.  ...  Without textual descriptions or label information of images, searching semantic concepts in image databases is still a very challenging task.  ...  The idea of our scheme is similar to a previous study which also proposed to engage the Web images for image recognitions [5] .  ... 
doi:10.1145/1013367.1013498 dblp:conf/www/HoiL04 fatcat:exsg6vubzbfxbbq3ldjcjqcf7e

Web image learning for searching semantic concepts in image databases

Michael R. Lyu
2004 Alternate track papers & posters of the 13th international conference on World Wide Web - WWW Alt. '04  
We evaluate our algorithm in a large image database and demonstrate the preliminary yet promising results.  ...  Without textual descriptions or label information of images, searching semantic concepts in image databases is still a very challenging task.  ...  The idea of our scheme is similar to a previous study which also proposed to engage the Web images for image recognitions [5] .  ... 
doi:10.1145/1010432.1010563 fatcat:l4o4sivzmzhkjoc3bqkijkapby

The use of Digital Imaging and Communications in Medicine (DICOM) in the integration of imaging into the electronic patient record at the Department of Veterans Affairs

Peter M. Kuzmak, Ruth E. Dayhoff
2000 Journal of digital imaging  
DICOM uses a structured representation of image data and a communication mechanism that allows the VA to easily acquire images from multiple sources and store them directly into the online patient record  ...  The US Department of Veterans Affairs (VA) is using the Digital Imaging and Communications in Medicine (DICOM) standard to integrate image data objects from multiple systems for use across the health care  ...  Image management information is stored in the VistA HIS database, in the same manner as all of the rest of the patient text data. Information about each image is stored in a multimedia object table.  ... 
doi:10.1007/bf03167644 pmid:10847382 pmcid:PMC3453236 fatcat:3orucwfuqjcqnlhdr523poit3y
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