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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 0Source ↗PDF ↗Scholar ↗
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 1Source ↗code ↗Scholar ↗
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 31Source ↗Scholar ↗