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Publication Detail
Analysis of wavelet transform implementations for image and texture coding applications in programmable platforms
  • Publication Type:
    Conference
  • Authors:
    Andreopoulos Y, Schelkens P, Cornelis J
  • Publisher:
    IEEE
  • Publication date:
    2001
  • Place of publication:
    Piscataway, US
  • Pagination:
    273, 284
  • Published proceedings:
    SiPS 2001: 2001 IEEE Workshop on Signal Processing Systems: Design and Implementation: 26-28 September, 2001, Antwerp, Belgium
  • Editors:
    Catthoor F,Moonen M
  • ISBN-10:
    0780371453
  • Status:
    Published
  • Language:
    English
  • Keywords:
    cache storage, code standards, data compression, image coding, image texture, multimedia computing, performance evaluation, transform coding, tree data structures, wavelet transforms
Abstract
This paper compares various software implementations of the 2D binary-tree wavelet decomposition by analyzing the data-related cache penalties in processor-based platforms. Such penalties appear to be the dominant factors that determine performance in this type of application. The comparisons include various image-scanning techniques, from the classical row-column approach to the local wavelet transform and the line-based wavelet transform, which are proposed in the framework of multimedia coding standards. For a conflict-free cache model, a theoretical framework is constructed allowing for predictions of the data-cache penalties that are expected to diminish the system performance. The theoretical results are verified with measurements from simulations and also from a real platform.
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