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Hongbin Ma

3 accepted papers

2025

Cross-PCR: A Robust Cross-Source Point Cloud Registration Framework

AAAI 2025technical

Due to the density inconsistency and distribution difference between cross-source point clouds, previous methods fail in cross-source point cloud registration. We propose a density-robust feature extraction and matching scheme to achieve robust and accurate cross-source registration. To address the…

Cited by 0SourcePDFScholar
2024

SGOR: Outlier Removal by Leveraging Semantic and Geometric Information for Robust Point Cloud Registration

IROS 2024poster

In this paper, we introduce a new outlier removal method that fully leverages geometric and semantic information, to achieve robust registration. Current semantic-based registration methods only use semantics for point-to-point or instance semantic correspondence generation, which has two problems.…

Cited by 1SourcecodeScholar
2015

Shared control for teleoperation enhanced by autonomous obstacle avoidance of robot manipulator

IROS 2015poster

In this paper, a human robot shared control strategy is developed and tested on a Baxter robot. Using the proposed method, the human operator only needs to consider the motion of the end-effector of the manipulator, while the manipulator will avoid obstacle by itself without sacrificing the end effe…

Cited by 31SourceScholar