Search Results for author: Yiheng Han

Found 3 papers, 1 papers with code

FF-LOGO: Cross-Modality Point Cloud Registration with Feature Filtering and Local to Global Optimization

no code implementations16 Sep 2023 Nan Ma, Mohan Wang, Yiheng Han, Yong-Jin Liu

We propose a cross-modality point cloud registration framework FF-LOGO: a cross-modality point cloud registration method with feature filtering and local-global optimization.

Feature Correlation Point Cloud Registration

KRF: Keypoint Refinement with Fusion Network for 6D Pose Estimation

1 code implementation7 Oct 2022 Irvin Haozhe Zhan, Yiheng Han, Yu-Ping Wang, Long Zeng, Yong-Jin Liu

The CIKP method introduces color information into registration and registers point cloud around each keypoint to increase stability.

6D Pose Estimation

A Configuration-Space Decomposition Scheme for Learning-based Collision Checking

no code implementations17 Nov 2019 Yiheng Han, Wang Zhao, Jia Pan, Zipeng Ye, Ran Yi, Yong-Jin Liu

Motion planning for robots of high degrees-of-freedom (DOFs) is an important problem in robotics with sampling-based methods in configuration space C as one popular solution.

BIG-bench Machine Learning Motion Planning +1

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