Christopher Bongsoo Choy

Enriching Object Detection With 2D-3D Registration and Continuous Viewpoint Estimation

A large body of recent work on object detection has focused on exploiting 3D CAD model databases to improve detection performance. Many of these approaches work by aligning exact 3D models to images using templates generated from renderings of the 3D models at a set of discrete viewpoints. However,…