2016
From grids to continuous occupancy maps through area kernels
ICRA 2016
In this work, we introduce a novel method for two-dimensional occupancy mapping using Gaussian processes. We address mapping as the task of classifying the robot's environment between free and occupied regions. The biggest challenge when using Gaussian processes for this task is the size of the inpu