Reliable stereo matching for highly-safe intelligent vehicles and its VLSI implementation

Masanori Hariyama, Toshiki Takeuchi, Michitaka Kameyama

研究成果: Paper査読

18 被引用数 (Scopus)

抄録

To realize highly-safe intelligent vehicles, high-speed acquisition of reliable three-dimensional(3-D) information is essential. Stereo vision is a well-known method for three-dimensional instrumentation. A major issue of stereo vision is to establish reliable correspondence between images. This paper presents a reliable stereo-matching algorithm based on SAD (Sum of Absolute Differences) computation. Reliable correspondence can be established by selecting a desirable window size of the SAD computation based on the uniqueness of a minimum of the SAD graph. A pixel-serial and window-parallel architecture is also proposed to achieve 100% utilization of processing elements. The performance of the VLSI processor is evaluated to be more than ten thousand times higher than that of a general-purpose processor.

本文言語English
ページ128-133
ページ数6
出版ステータスPublished - 2000 12 1

ASJC Scopus subject areas

  • モデリングとシミュレーション
  • 自動車工学
  • コンピュータ サイエンスの応用

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