no code implementations • 8 Aug 2023 • Amina Ghoul, Itheri Yahiaoui, Anne Verroust-Blondet, Fawzi Nashashibi
The abilities to understand the social interaction behaviors between a vehicle and its surroundings while predicting its trajectory in an urban environment are critical for road safety in autonomous driving.
no code implementations • 12 Mar 2021 • Luis Roldao, Raoul de Charette, Anne Verroust-Blondet
Semantic Scene Completion (SSC) aims to jointly estimate the complete geometry and semantics of a scene, assuming partial sparse input.
Ranked #9 on 3D Semantic Scene Completion on NYUv2
2 code implementations • 24 Aug 2020 • Luis Roldão, Raoul de Charette, Anne Verroust-Blondet
We introduce a new approach for multiscale 3Dsemantic scene completion from voxelized sparse 3D LiDAR scans.
Ranked #4 on 3D Semantic Scene Completion on KITTI-360
no code implementations • 25 Jun 2019 • Luis Roldão, Raoul de Charette, Anne Verroust-Blondet
To achieve fully autonomous navigation, vehicles need to compute an accurate model of their direct surrounding.