Link to project II of PPE: Kriging
Goal: Parameter estimation for the extrinsic & intrinsic calibration of terrestrial laser scanner (TLS)
External loop: robust estimation via Danish method
Internal loop: standard linearized parameter estimation via Gauss-Markov Model
Estimation of initial guess: transformation coefficients estimation via SVD
For more details and experiment results, please check our final report.
Lichti, Derek D. (2007). “Error modelling, calibration and analysis of an AM-CW terrestrial laser scanner system”. In: ISPRS Journal of Photogrammetry and Remote Sensing 61.5, pp. 307–324. issn: 0924-2716.
Krarup, T., J. Juhl, and Kurt Kubik (Jan. 1980). “Gotterdammerung over least squares adjustment.” In: Proc. 14th Congress of the International Society of Photogrammetry, pp. 369–378.