Abstract: Monocular visual odometry (VO) has extensive applications in mobile robots and computer vision. However, current applications of monocular VO systems in complex environments still have ...

Kernel ridge regression (KRR) is a regression technique for predicting a single numeric value and can deliver high accuracy for complex, non-linear data. KRR combines a kernel function (most commonly ...