Parallel processing algorithm of JPEG2000 using GPU

Dongha Lee, Shiwon Cho, Dong Wook Lee

Research output: Contribution to journalArticlepeer-review

Abstract

Most modern computers or game consoles are well equipped with powerful graphics processing units (GPUs) to accelerate graphics operations. However, since the graphics engines in these GPUs are specially designed for graphics operations, we could not take advantage of their computing power for more general nongraphic operations. In this paper, we studied the GPUs graphics engine in order to accelerate the image processing capability. Specifically, we implemented a JPEC2000 decoding/encoding framework that involves both OpenMP and GPU. Initial experimental results show that significant speed-up can be achieved by utilizing the GPU power.

Original languageEnglish
Pages (from-to)1075-1080
Number of pages6
JournalTransactions of the Korean Institute of Electrical Engineers
Volume57
Issue number6
StatePublished - Jun 2008

Keywords

  • GPGPU
  • GPU
  • JPEG2000
  • OpenMP
  • Parallel processing

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