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API Documentation
RobustKernelPseudoHuber

Pseudo Huber Cost Function. More...

Inheritance diagram for RobustKernelPseudoHuber:
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Collaboration diagram for RobustKernelPseudoHuber:
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Public Member Functions

virtual void robustify (g_type e2, Eigen::Vector3< g_type > &rho) const
 compute the scaling factor for a error: The error is e^T Omega e The output rho is rho[0]: The actual scaled error value rho[1]: First derivative of the scaling function rho[2]: Second derivative of the scaling function
Public Member Functions inherited from RobustKernel
g_type delta () const
 Returns the current delta (window size) value.
virtual void setDelta (g_type delta)
 set the window size of the error.

Additional Inherited Members

Protected Attributes inherited from RobustKernel
g_type _delta = 1.0
 The window size parameter; errors above delta^2 are considered outliers.

Detailed Description

Pseudo Huber Cost Function.

The smooth pseudo huber cost function: See http://en.wikipedia.org/wiki/Huber_loss_function

2 e 2 d (sqrt(– + 1) - 1) 2 d

Definition at line 112 of file robust_kernel_impl.h.


The documentation for this class was generated from the following file: