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Manuel Diaz-Zapata

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
2023

Vehicle Motion Forecasting Using Prior Information and Semantic-Assisted Occupancy Grid Maps

IROS 2023poster

Motion prediction is a challenging task for autonomous vehicles due to uncertainty in the sensor data, the non-deterministic nature of future, and complex behavior of agents. In this paper, we tackle this problem by representing the scene as dynamic occupancy grid maps (DOGMs), associating semantic…

Cited by 5SourceScholar