10 citations · 15 across the 2 of their papers we have counts for
3 papers
Bayesian Spatial Kernel Smoothing for Scalable Dense Semantic Mapping
Lu Gan, Ray Zhang, Jessy W. Grizzle +2
This paper develops a Bayesian continuous 3D semantic occupancy map from noisy point clouds by generalizing the Bayesian kernel inference model for building occupancy maps, a binar…
Sparse Bayesian Inference for Dense Semantic Mapping
Lu Gan, Maani Ghaffari Jadidi, Steven A. Parkison +1
Despite impressive advances in simultaneous localization and mapping, dense robotic mapping remains challenging due to its inherent nature of being a high-dimensional inference pro…
Gaussian Processes Semantic Map Representation
Maani Ghaffari Jadidi, Lu Gan, Steven A. Parkison +2
In this paper, we develop a high-dimensional map building technique that incorporates raw pixelated semantic measurements into the map representation. The proposed technique uses G…