AI RESEARCH
Simultaneous Monitoring of Shape and Surface Color via 4D Point Clouds: A Registration-free Approach
arXiv CS.CV
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ArXi:2605.08753v1 Announce Type: new Advanced manufacturing technologies allow for the production of intricate parts featuring high shape complexity and spatially-varying material composition. Data fusion of point clouds with chromatic attributes provides 4D point clouds, a compact and informative representation that encodes both shape and material information. In this paper, we present a registration-free framework for Simultaneous Monitoring of shApe and Color (SMAC) via 4D point clouds.