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David Sierra-Gonzalez

2 accepted papers

2023

LAPTNet-FPN: Multi-Scale LiDAR-Aided Projective Transform Network for Real Time Semantic Grid Prediction

ICRA 2023poster

Semantic grids can be useful representations of the scene around an autonomous system. By having information about the layout of the space around itself, a robot can leverage this type of representation for crucial tasks such as navigation or tracking. By fusing information from multiple sensors, ro…

Cited by 4SourceScholar
2020

GndNet: Fast Ground Plane Estimation and Point Cloud Segmentation for Autonomous Vehicles

IROS 2020poster

Ground plane estimation and ground point segmentation is a crucial precursor for many applications in robotics and intelligent vehicles like navigable space detection and occupancy grid generation, 3D object detection, point cloud matching for localization and registration for mapping. In this paper…

Cited by 102SourceScholar