Wei Pan
AI-driven algorithms and agents that see in 3D and ship in industry
R&D Director / PI at OPT Machine Vision (Japan). Ph.D. from SUTD and B.Eng. from Zhejiang University. I turn geometric perception research into factory-grade industrial intelligence: around 40 publications across CVPR, ECCV, EAAI, Patterns, and Advanced Photonics, plus deployed systems for 3D imaging, inspection, measurement, registration, and robot vision.
Featured Work
All publications →SuP: Sub-cloud Driven Point Cloud Registration
Generative deep-learning-embedded asynchronous structured light for three-dimensional imaging
An Improved Graph Attention Network for Semantic Segmentation of Industrial Point Clouds in Automotive Battery Sealing Nail Defect Detection
About
Full CV →I lead R&D at OPT Machine Vision's Japan branch, where I work on machine-vision algorithms and 3D imaging systems that ship as part of the SciVision SDK.
Before OPT, I was a postdoc at Shenzhen University and collaborator at South China University of Technology, working on learning-based 3D vision. I earned my Ph.D. from Singapore University of Technology and Design (2018) on sequencing in transformations of rasterized 3D models, after undergraduate training in Optical Engineering at Zhejiang University’s Chu Kochen Honors College. I also spent a year as a visiting scholar at the University of Tokyo working on computational design for textile/knit pattern retrieval.