Algorithm/architecture co-exploration of visual computing on emergent platforms: Overview and future prospects

Gwo Giun Lee, Yen Kuang Chen, Marco Mattavelli, Euee S. Jang

研究成果: Article同行評審

36 引文 斯高帕斯(Scopus)

摘要

Concurrently exploring both algorithmic and architectural optimizations is a new design paradigm. This survey paper addresses the latest research and future perspectives on the simultaneous development of video coding, processing, and computing algorithms with emerging platforms that have multiple cores and reconfigurable architecture. As the algorithms in forthcoming visual systems become increasingly complex, many applications must have different profiles with different levels of performance. Hence, with expectations that the visual experience in the future will become continuously better, it is critical that advanced platforms provide higher performance, better flexibility, and lower power consumption. To achieve these goals, algorithm and architecture co-design is significant for characterizing the algorithmic complexity used to optimize targeted architecture. This paper shows that seamless weaving of the development of previously autonomous visual computing algorithms and multicore or reconfigurable architectures will unavoidably become the leading trend in the future of video technology.

原文English
文章編號5229243
頁(從 - 到)1576-1587
頁數12
期刊IEEE Transactions on Circuits and Systems for Video Technology
19
發行號11
DOIs
出版狀態Published - 2009 十一月

All Science Journal Classification (ASJC) codes

  • 媒體技術
  • 電氣與電子工程

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