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- W4293701394 abstract "To solve the problem of missing assembly, a non-contact detection algorithm for assembly quality was proposed based on PointNet++ and point set registration. Firstly, the contour information of the target component was preprocessed using filtering and a local limiting filtering algorithm, and the contour data was sampled down and the contour peaks were processed. Then, the target contour was identified by the PointNet++ network. Finally, the point set registration method was used to register the target contour with the standard point set, and then the desired contour assembly information was obtained. Taking the engine cylinder valve as an example, the experimental results show that this method can effectively identify the assembly quality of the target component." @default.
- W4293701394 created "2022-08-31" @default.
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- W4293701394 date "2022-08-30" @default.
- W4293701394 modified "2023-09-26" @default.
- W4293701394 title "Assembly quality detection method based on PointNet++ and point set registration" @default.
- W4293701394 doi "https://doi.org/10.1117/12.2645509" @default.
- W4293701394 hasPublicationYear "2022" @default.
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