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Class DCSLoss

include/error_models/LossFunction.h:51–61  ·  view source on GitHub ↗

\brief The robust Dynamic Covariance Scaling loss function * Based on: * P. Agarwal, G. D. Tipaldi, L. Spinello, C. Stachniss and W. Burgard * "Robust map optimization using dynamic covariance scaling" * 2013 IEEE International Conference on Robotics and Automation, Karlsruhe, 2013 * DOI: 10.1109/ICRA.2013.6630557 * * \param Phi Tuning parameter of DCS * */

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49 *
50 */
51 class DCSLoss : public LossFunction
52 {
53 public:
54 explicit DCSLoss(double Phi) : Phi_(Phi) {};
55 ~DCSLoss(){};
56
57 virtual void Evaluate(double, double*) const;
58
59 private:
60 const double Phi_;
61 };
62
63 /** \brief The robust closed form of Dynamic Covariance Estimation
64 * Based on:

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