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Block Matching Algorithms for Motion Estimation – A Comparison Study

  • Abir Jaafar Hussain
  • Liam Knight
  • Dhiya Al-Jumeily
  • Paul Fergus
  • Hani Hamdan
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 264)

Abstract

Motion estimation procedures are employed in order to achieve reductions in the amount of resources required for data retention and therefore alleviate transmission demands of steaming digital video sequences across Information System infrastructures. The process comes at high computational expense, however there are a number of techniques in which attempt to expedite processing times for the compression of video streams by increasing the efficiency of resource utilisation through a minimisation of superfluous calculations incurred by imprudent video compression applications. A variety of fast, block-based matching algorithms have been developed to address such issues within the motion estimation process and to also exploit the assumptions made in regards to the behaviours exhibited by distortion distributions. This investigation will analyse a number of such methodologies through a literature review of their accompanying publications and will enable the development comparative analysis based on various performance indicators.

Keywords

Motion estimation block matching algorithms video compression 

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Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  • Abir Jaafar Hussain
    • 1
  • Liam Knight
    • 1
  • Dhiya Al-Jumeily
    • 1
  • Paul Fergus
    • 1
  • Hani Hamdan
    • 2
  1. 1.Liverpool John Moores UniversityLiverpoolUK
  2. 2.Department of Signal Processing & Electronic SystemsSUPÉLECGif-sur-YvetteFrance

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