Video modelling in the DWT domain

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Abstract

The main issue this paper addresses is to obtain the information sources characterising the video sequences represented in DWT domain and to discuss their relevance for practical applications. From the statistical point of view, this means to establish whether the DWT coefficients can be approximated by random variables and, if so, to compute the corresponding probability density functions (pdf). The corpus considered in experiments is composed of 10 video sequences, belonging to different movies, each of them about 25 minutes long, DivX coded at a very low rate.

Original languageEnglish
Title of host publicationOptical and Digital Image Processing
DOIs
Publication statusPublished - 28 Jul 2008
Externally publishedYes
EventOptical and Digital Image Processing - Strasbourg, France
Duration: 7 Apr 20089 Apr 2008

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume7000
ISSN (Print)0277-786X

Conference

ConferenceOptical and Digital Image Processing
Country/TerritoryFrance
CityStrasbourg
Period7/04/089/04/08

Keywords

  • DWT
  • Gaussian mixtures
  • Pdf estimation
  • Stationarity
  • Video entropy
  • Video modelling

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