output
20182026
most cited3DSSD: Point-based 3D Single Stage Object Detector

78 citations

Showing cs.CVShow all

5 papers · 1 filter

cs.CV2023

A horizon line annotation tool for streamlining autonomous sea navigation experiments

Yassir Zardoua, Abdelhamid El Wahabi, Mohammed Boulaala +1

Horizon line (or sea line) detection (HLD) is a critical component in multiple marine autonomous navigation tasks, such as identifying the navigation area (i.e., the sea), obstacle…

cs.CV2021★ 11 cited

Distilling Knowledge via Knowledge Review

Pengguang Chen, Shu Liu, Hengshuang Zhao +1

Knowledge distillation transfers knowledge from the teacher network to the student one, with the goal of greatly improving the performance of the student network. Previous methods…

cs.CV2021★ 3 cited

Jigsaw Clustering for Unsupervised Visual Representation Learning

Pengguang Chen, Shu Liu, Jiaya Jia

Unsupervised representation learning with contrastive learning achieved great success. This line of methods duplicate each training batch to construct contrastive pairs, making eac…

cs.CV2020★ 32 cited

PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation

Li Jiang, Hengshuang Zhao, Shaoshuai Shi +3

Instance segmentation is an important task for scene understanding. Compared to the fully-developed 2D, 3D instance segmentation for point clouds have much room to improve. In this…

cs.CV2020★ 78 cited

3DSSD: Point-based 3D Single Stage Object Detector

Zetong Yang, Yanan Sun, Shu Liu +1

Currently, there have been many kinds of voxel-based 3D single stage detectors, while point-based single stage methods are still underexplored. In this paper, we first present a li…