AI RESEARCH
R3PM-Net: Real-time, Robust, Real-world Point Matching Network
arXiv CS.LG
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ArXi:2604.05060v1 Announce Type: cross Accurate Point Cloud Registration (PCR) is an important task in 3D data processing, involving the estimation of a rigid transformation between two point clouds. While deep-learning methods have addressed key limitations of traditional non-learning approaches, such as sensitivity to noise, outliers, occlusion, and initialization, they are developed and evaluated on clean, dense, synthetic datasets (limiting their generalizability to real-world industrial scenarios). This paper.