no code implementations • 24 Dec 2023 • Dongmin Choi, Wonwoo Cho, Kangyeol Kim, Jaegul Choo
Accurately annotating multiple 3D objects in LiDAR scenes is laborious and challenging.
no code implementations • 21 Jul 2022 • Wonwoo Cho, Jaegul Choo
To effectively solve the OSR problem, previous studies attempted to limit latent feature space and reject data located outside the limited space via offline analyses, e. g., distance-based feature analyses, or complicated network architectures.
no code implementations • 29 Sep 2021 • Wonwoo Cho, Jaegul Choo
In this paper, we propose a novel distance-based BCR method suitable for OSR, which limits the feature space of known-class data in a class-wise manner and then makes background-class samples located far away from the limited feature space.