63 citations · 147 across the 32 of their papers we have counts for
3 papers · 2 filters
3DGS-ReLoc: 3D Gaussian Splatting for Map Representation and Visual ReLocalization
Peng Jiang, Gaurav Pandey, Srikanth Saripalli
This paper presents a novel system designed for 3D mapping and visual relocalization using 3D Gaussian Splatting. Our proposed method uses LiDAR and camera data to create accurate…
Reflectivity Is All You Need!: Advancing LiDAR Semantic Segmentation
Kasi Viswanath, Peng Jiang, Srikanth Saripalli
LiDAR semantic segmentation frameworks predominantly use geometry-based features to differentiate objects within a scan. Although these methods excel in scenarios with clear bounda…
Off-Road LiDAR Intensity Based Semantic Segmentation
Kasi Viswanath, Peng Jiang, Sujit PB +1
LiDAR is used in autonomous driving to provide 3D spatial information and enable accurate perception in off-road environments, aiding in obstacle detection, mapping, and path plann…