Special issue on “Multimedia Big Data for Extreme Events”, IEEE Transactions on Multimedia

Call for Papers

Recently, leveraging technological advances and using Big Data approaches for information management and processing in extreme events (e.g., Natural Disasters, Extreme Weather, Emergency Events, Diseases and etc.) have attracted much research attention. Multimedia is increasingly becoming the most important and valuable source for insights and information in extreme events. It covers from everyone’s experiences to everything happening in the world. There will be lots of multimedia big data in extreme events — surveillance video, disaster images, social media, voice and video, to name a few, only if their volumes grow to the extent that the traditional multimedia processing and analysis systems may not handle effectively. As such, multimedia big data in extreme events is spurring on tremendous amounts of research and development of related technologies and applications.

The goal of this special issue is to provide a premier forum for researchers working on multimedia big data for extreme events to present their recent research results. It also provides an important opportunity for multidisciplinary studies connecting multimedia computing to disaster information management. Topics of interest include, but are not limited to:

  • New theory and models for multimedia big data computing
  • Content analysis and mining for multimedia big data
  • Semantic retrieval of multimedia big data
  • Integration of dedicated sensor and multi-purpose sensor big data
  • Integration of heterogeneous extreme events data sources
  • Multimedia big data systems
  • Ultra-high efficiency compression, coding and transmission for multimedia big data
  • Extreme events prevention, mitigation, preparedness, response, and recovery using multimedia big data
  • Multimedia big data in international cooperation/responses to extreme events
  • Risk reduction and governance in extreme events using multimedia big data
  • Multimedia big data in interagency network for emergency recovery
  • Multimedia big data in environmental emergency
  • Pre-incident training and testing using multimedia big data
  • Multimedia Big data in communicating and incident assessment
  • Use of social media in emergencies
  • Filtering of noise and misinformation in open source extreme events data
  • Security and privacy in multimedia big data for extreme events
  • Interaction, access, visualization of multimedia big data for extreme events
  • Crowd-sourcing to the Rescue
  • Multimedia Big data in disaster tourism
  • Multimedia Big data in extreme events management during multi-hazards

Submission Procedure:

Papers should be formatted according to the IEEE Transactions on Multimedia guidelines for authors (see: http://www.signalprocessingsociety.org/tmm/tmm-author-info/). By submitting/resubmitting your manuscript to this transactions, you are acknowledging that you accept the rules established for publication of manuscripts, including agreement to pay all over-length page charges, color charges, and any other charges and fees associated with publication of the manuscript. Manuscripts (both 1-column and 2-column versions are required) should be submitted electronically through the online IEEE manuscript submission system at http://mc.manuscriptcentral.com/tmm-ieee. When selecting a manuscript type, the authors must click on the MBEE (Multimedia Big Data for Extreme Events) Special Issue. All the submitted papers will go through the same review process as that for the regular TMM paper submissions. Referees will consider originality, significance, technical soundness, clarity of exposition, and relevance to the special issue topics above.

Important dates:

Manuscript Due: February 1st, 2018
First Notification: May 1st, 2018
Revised Manuscript: July 1st, 2018
Notification of Acceptance: August 1st, 2018
Camera Ready Paper Due: Augurst 15th, 2018
Publication Date: October 2018

Guest editors