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error_propagation_lba.md

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Error Propagations for Local Bundle Adjustment

Author : Lhuillier

Year : 2009

Notes:

  • Local BA = sliding window BA
  • required properties: uncertainty propagation + RT performance
  • covariance approx by inverse of hessian (cf Multiple View Geometry) but doesn't exhibit propagation
  • Work on measurement noise computation Uncertainty ellipsoids calculations for complex 3d reconstructions By Lhuillier
  • Proposes four methods with either strong hypothesis (independance between state and measurements) or weak hypothesis
  • Shape of uncertainty ellipsoid highly depends on gauge choice
  • Unreadable equations