Error Guided Design of a 3D Vision System

  • Authors:
  • Nikos Georgis;Maria Petrou;Joseph Kittler

  • Affiliations:
  • -;-;-

  • Venue:
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • Year:
  • 1998

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Abstract

We argue that for a method to be useful in practice, it is necessary to perform its sensitivity analysis and to investigate its robustness to measurement errors. We present here a complete sensitivity analysis of the 3D reconstruction method based on projective geometry. We use this sensitivity analysis to best design a system for the inference of the shape of a block of granite from cameras placed at 90 degrees angular separation. The system has been tested on both real and synthetic data.