occupancy-prediction topic
MonoScene
[CVPR 2022] "MonoScene: Monocular 3D Semantic Scene Completion": 3D Semantic Occupancy Prediction from a single image
la3dm
Learning-aided 3D mapping
UniAD
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
PointOcc
Efficient Point-based 3D Semantic Occupancy Prediction
Occ4cast
Occ4cast: LiDAR-based 4D Occupancy Completion and Forecasting
OccNet-Course
国内首个占据栅格网络全栈课程《从BEV到Occupancy Network,算法原理与工程实践》,包含端侧部署。Surrounding Semantic Occupancy Perception Course for Autonomous Driving (docs, ppt and source code) 课程主...
BEV-Perception
Bird's Eye View Perception
OccFormer
[ICCV 2023] OccFormer: Dual-path Transformer for Vision-based 3D Semantic Occupancy Prediction
Symphonies
[CVPR 2024] Symphonies (Scene-from-Insts): Symphonize 3D Semantic Scene Completion with Contextual Instance Queries
SurroundOcc
[ICCV 2023] SurroundOcc: Multi-camera 3D Occupancy Prediction for Autonomous Driving