Real time turbulent video super-resolution using MPEG 4

Barak Fishbain, Leonid P. Yaroslavsky, Ianir A. Ideses

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

It has been shown that one can make use of local instabilities in turbulent video frames to enhance image resolution beyond the limit defined by the image sampling rate. This paper outlines a real-time solution for the implementation of super-resolution algorithm on MPEG-4 platforms. The MPEG-4 video compression standard offer, in real-time, several features, such as motion extraction with quarter pixel accuracy, scene segmentation to video object planes, global motion compensation and de-blocking and de-ringing filters, which can be incorporated into the super-resolution process to produce enhanced visual output. Experimental verification on real-life videos is also provided.

Original languageEnglish
Title of host publicationReal-Time Image Processing 2008
DOIs
StatePublished - 2008
EventReal-Time Image Processing 2008 - San Jose, CA, United States
Duration: 28 Jan 200829 Jan 2008

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume6811
ISSN (Print)0277-786X

Conference

ConferenceReal-Time Image Processing 2008
Country/TerritoryUnited States
CitySan Jose, CA
Period28/01/0829/01/08

Keywords

  • MPEG-4
  • Real-time
  • Super-resolution
  • Turbulent video

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