Zhangchi Huang

SIU3R: Simultaneous Scene Understanding and 3D Reconstruction Beyond Feature Alignment

Simultaneous understanding and 3D reconstruction plays an important role in developing end-to-end embodied intelligent systems. To achieve this, recent approaches resort to 2D-to-3D feature alignment paradigm, which leads to limited 3D understanding capability and potential semantic information loss…