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LSMCRM 2010 : IEEE Multimedia Special Issue on Large-Scale Multimedia Corpus, Retrieval and Mining


When N/A
Where N/A
Submission Deadline Apr 25, 2010
Notification Due Jul 1, 2010
Final Version Due Oct 12, 2010
Categories    multimedia   computer vision   information retrieval

Call For Papers

IEEE Multimedia Special Issue on

Large-Scale Multimedia Corpus, Retrieval and Mining

** DEADLINE EXTENDED: Sunday 25 Apr 2010: Full submission due.**

Recent years have witnessed an explosive growth of multimedia content driven by the wide availability of massive storage devices, high-resolution video cameras and fast networks. Stimulated by recent progress in scalable machine learning, feature indexing and multi-modal analysis techniques, researchers are becoming increasingly interested in exploring challenges and new opportunities for developing much larger scale approaches for multimedia retrieval and mining. Many of these computationally-intensive ideas are now becoming practical because of the broader availability of high-speed clusters and the advent of cloud computing.

The IEEE MultiMedia Large-Scale Multimedia Corpus, Retrieval and Mining special issue solicits original articles on large-scale multimedia retrieval and mining that will be of great interest for IEEE MultiMedia readers.

The list of possible topics includes, but is not limited to:

- Construction, unification and evolution of corpus
- Framework for sharing of dataset, ground truth, features, algorithms and tools
- Indexing and retrieval for large multimedia collections (including images, video, audio and other multi-modal systems)
- Near-duplicate detection over large data sets
- Large-scale video event and temporal analysis over diverse sources
- Web-scale social-network and content-network analysis
- Automatic machine tagging, semantic annotation and object recognition on massive multimedia collections
- Collaborative image and video annotation for distributed users
- Interfaces for exploring, browsing and visualizing large multimedia collections
- Scalable and distributed machine learning and data mining methods for multimedia data
- Scalable and distributed multimedia content analysis systems
- Performance evaluation methodologies and standards

Submission Procedures and Guidelines:

Submit your paper at When
uploading your paper, please select the appropriate special issue
title under the category "Manuscript Type." If you have any questions
regarding the submission system, please contact Kristen Jarboe at All submissions will undergo a peer review by at
least two expert reviewers to ensure a high standard of quality.
Referees will consider originality, significance, technical soundness,
clarity of exposition, and relevance to the special issue topics.
Papers must stay within the following limits: 6,500 words maximum, 12
total combined figures and tables with each figure counting as 200
words toward the total word count, and 18 references.

For more instructions, please see the Author Resources page at

Important Dates:
• 25 Apr. 2010: Full submission due ** EXTENDED DEADLINE **
(See Author Resources page at
for instructions)
• 1 July 2010: Authors notified of acceptance, rejection, or needed revisions.
• 1 Sep. 2010: Revisions due.
• 12 Oct. 2010: Final versions due.

Guest Editors:
* Benoit Huet (EURECOM), email:
* Rahul Sukthankar (Intel Labs and Carnegie Mellon), email:
* Rong Yan (Facebook), email:

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