Enhancing Point Features with Spatial Information for Point-Based 3D Object Detection

Figure 1

Description of the 3D object detection framework based on point cloud and image fusion. The whole framework consists of two stages. Stage 1 uses two-stream deep fusion RPN to extract backbone features and generate proposal boxes. Stage 2 generates high-quality 3D boxes through the spatial structure enhancement module.