FPGA Implementation of the Robust Essential Matrix Estimation with RANSAC and the 8-Point and the 5-Point Method

نویسندگان

  • Michal Fularz
  • Marek Kraft
  • Adam Schmidt
  • Andrzej J. Kasinski
چکیده

This paper presents a FPGA-based multiprocessor system for the essential matrix estimation from a set of point correspondences containing outliers. The estimation is performed using two methods: the 8-point and the 5-point algorithm, and complemented with robust estimation. The description of the architecture and the hardware-specific design considerations are given. Performance and resource use depending on the chosen method and the number of processing cores are also given.

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تاریخ انتشار 2011