VSRD++: Autolabeling for 3D Object Detection via Instance-Aware Volumetric Silhouette Rendering

Zihua Liu, Hiroki Sakuma, Masatoshi Okutomi

Monocular 3D object detection is a fundamental yet challenging task in 3D scene understanding. Existing approaches heavily depend on supervised learning with extensive 3D annotatio…