Real-Time Stereo by using Dynamic Programming

作者: S. Forstmann , Y. Kanou , Jun Ohya , S. Thuering , A. Schmitt

DOI: 10.1109/CVPR.2004.428

关键词: Artificial intelligenceComputational scienceComputer visionMachine visionMatching (graph theory)SmoothingDynamic programmingStereo camerasMMXComputational complexity theoryComputer scienceApplication softwareComputation

摘要: A Dynamic Programming (DP) based algorithm that achieves real-time, high quality stereo-matching is presented. special coarse to fine approach as well the MMX assembler implementation mainly contribute reached computation speed. novel vertical smoothing by re-integrating paths inside DP matching allows avoidance of noisy horizontal strokes, so achieved. The current capable running at about 30 FPS on an 2.2GHz PC, which sufficient for utilization in real-time applications.

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