MONOCULAR BASED 3D DEPTH ESTIMATION AND SLAM INTEGRATION

Monocular based 3D depth estimation and SLAM integration

In various practical scenarios, autonomous vehicles must navigate through unfamiliar areas to reach their destinations.This navigation is facilitated by two-dimensional (2D) and three-dimensional (3D) maps.Simultaneous localization and mapping (SLAM) systems enable autonomous vehicles to map their surroundings while in motion.Traditionally, SLAM sy

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Ensemble Kalman filtering with residual nudging

Covariance inflation and localisation are two important techniques that are used to improve the performance of the ensemble Kalman filter (EnKF) by (in effect) adjusting norway maple crimson sentry the sample covariances of the estimates in the state space.In this work, an additional auxiliary technique, called residual nudging, is proposed to moni

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