A comparison of block-matching algorithms mapped to systolic-array implementation

Sheu Chih Cheng*, Hsueh-Ming Hang

*Corresponding author for this work

Research output: Contribution to journalReview articlepeer-review

47 Scopus citations

Abstract

This paper presents an evaluation of several well-known block-matching motion estimation algorithms from a system-level very large scale integration (VLSI) design viewpoint. Because a straightforward block-matching algorithm (BMA) demands a very large amount of computing power, many fast algorithms have been developed. However, these fast algorithms are often designed to merely reduce arithmetic operations without considering their overall performance in VLSI implementation. In this paper, three criteria are used to compare various block-matching algorithms: 1) silicon area, 2) input/output requirement, and 3) image quality. A basic systolic array architecture is chosen to implement all the selected algorithms. The purpose of this study is to compare these representative BMA's using the aforementioned criteria. The advantages/disadvantages of these algorithms in terms of their hardware tradeoff are discussed. The methodology and results presented here provide useful guidelines to system designers in selecting a BMA for VLSI implementation.

Original languageEnglish
Article number633491
Pages (from-to)741-757
Number of pages17
JournalIEEE Transactions on Circuits and Systems for Video Technology
Volume7
Issue number5
DOIs
StatePublished - Oct 1997

Keywords

  • Architecture mapping
  • Block matching
  • MPEG-2
  • Motion estimation
  • Systolic array

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