D4LCN: Learning Depth-Guided Convolutions for Monocular 3D Object Detection

June 2020

tl;dr: Use depth map to generate dynamic filters for depth estimation.

Overall impression

The idea of depth aware convolution and the idea of the 2D and 3D anchor both come from M3D RPN.

Key ideas

Technical details