Technical Resources
AOI, GD&T, surface finish measurement, and IATF quality system integration — written for automotive Tier-1 quality engineers.
Line-scan cameras and structured-light 3D sensors each have different strengths in automotive inspection applications. This guide compares them across key axes — surface coverage, depth measurement, cycle time, calibration complexity, and part geometry.
Every vision inspection cell faces a fundamental engineering trade-off between inspection speed and defect detection sensitivity.
How to evaluate whether a vision inspection system has adequate measurement capability for a given GD&T tolerance.
Camera resolution, frame rate, and interface selection (GigE Vision, USB3 Vision, Camera Link) for automotive inspection applications.
First article inspection (FAI) is a bottleneck in every PPAP submission. This guide covers how automated vision measurement accelerates dimensional and surface inspection at FAI.
How to structure vision inspection measurement output as SPC-ready data per AIAG Statistical Process Control guidelines.
What IATF 16949 §8.5.1 requires for in-process inspection records, how automated vision inspection aligns with APQP control plan requirements.
How photometric stereo imaging produces Ra/Rz-equivalent surface roughness readings from automotive powder-coated, painted, and machined part surfaces.
A technical walkthrough of structured-light 3D vision algorithms applied to weld bead inspection.
Understanding the standard defect class taxonomy used in automotive AOI systems — from powder coat voids to edge burrs.