A Hessian for Gaussian Mixture Likelihoods in Nonlinear Least Squares

Vassili Korotkine, Mitchell Cohen, James Richard Forbes

This paper proposes a novel Hessian approximation for Maximum a Posteriori estimation problems in robotics involving Gaussian mixture likelihoods. Previous approaches manipulate th…