Challenge
Digitizing physical dental models at manufacturing-grade accuracy required controlled image acquisition, precise alignment, clean mesh generation and coordinated CAD/CAM-ready outputs.

An end-to-end system converting physical dental models into high-precision 3D manufacturing data.
The client name is withheld due to confidentiality.



A digital manufacturing system combining custom device hardware, optical scanning, image processing, 3D reconstruction, mesh processing and CAD/CAM production preparation.
Digitizing physical dental models at manufacturing-grade accuracy required controlled image acquisition, precise alignment, clean mesh generation and coordinated CAD/CAM-ready outputs.
Custom multi-angle scanning hardware was integrated with an image processing pipeline, 3D reconstruction, mesh cleanup, model alignment and a C++ desktop interface in one production workflow.
Device hardware, scanning infrastructure, image processing software and the manufacturing workflow were engineered together as an integrated physical-to-digital production system.