Performance analysis of total least squares methods in three-dimensional motion estimation

@article{Chaudhuri1991PerformanceAO,
  title={Performance analysis of total least squares methods in three-dimensional motion estimation},
  author={Subhasis Chaudhuri and Shankar Chatterjee},
  journal={IEEE Trans. Robotics and Automation},
  year={1991},
  volume={7},
  pages={707-714}
}
An algorithm is presented to obtain the total least squares (TLS) estimates of the motion parameters of an object from range/stereo data or perspective views in a closed form. TLS estimates are suitable when data in both time frames are corrupted by noise, an appropriate model for motion analysis in practice. We analyze the robustness of different linear least squares methods for the estimation of motion parameters against the sensor noise and possible mismatches in establishing object feature… CONTINUE READING
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