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Suyi Chen

3 accepted papers

2024

PointRegGPT: Boosting 3D Point Cloud Registration using Generative Point-Cloud Pairs for Training

ECCV 2024poster

"Data plays a crucial role in training learning-based methods for 3D point cloud registration. However, the real-world dataset is expensive to build, while rendering-based synthetic data suffers from domain gaps. In this work, we present , boosting 3D Point cloud Registration using Generative Point-…

2023

SIRA-PCR: Sim-to-Real Adaptation for 3D Point Cloud Registration

ICCV 2023poster

Point cloud registration is essential for many applications. However, existing real datasets require extremely tedious and costly annotations, yet may not provide accurate camera poses. For the synthetic datasets, they are mainly object-level, so the trained models may not generalize well to real sc…

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