2 papers
cs.CV2025
OccMamba: Semantic Occupancy Prediction with State Space Models
Heng Li, Yuenan Hou, Xiaohan Xing +3
Training deep learning models for semantic occupancy prediction is challenging due to factors such as a large number of occupancy cells, severe occlusion, limited visual cues, comp…
cs.CV2025
HexPlane Representation for 3D Semantic Scene Understanding
Zeren Chen, Yuenan Hou, Yulin Chen +3
In this paper, we introduce the HexPlane representation for 3D semantic scene understanding. Specifically, we first design the View Projection Module (VPM) to project the 3D point…