no code implementations • 2 Apr 2024 • Seokha Moon, Hongbeen Park, Jungphil Kwon, Jaekoo Lee, Jinkyu Kim
To this end, we propose a model called DAP (Detection After Prediction), consisting of a two-branch network: (i) a branch responsible for forecasting the current objects' poses given past observations and (ii) another branch that detects objects based on the current and past observations.
no code implementations • 2 Jul 2022 • Wonseok Roh, Gyusam Chang, Seokha Moon, Giljoo Nam, Chanyoung Kim, Younghyun Kim, Jinkyu Kim, Sangpil Kim
Current multi-view 3D object detection methods often fail to detect objects in the overlap region properly, and the networks' understanding of the scene is often limited to that of a monocular detection network.
Ranked #6 on Robust Camera Only 3D Object Detection on nuScenes-C