David Sierra Gonzalez

Semantic Grid Estimation with a Hybrid Bayesian and Deep Neural Network Approach

In an autonomous vehicle setting, we propose a method for the estimation of a semantic grid, i.e. a bird's eye grid centered on the car's position and aligned with its driving direction, which contains high-level semantic information about the environment and its actors. Each grid cell contains a se…