What is the first step in machine vision lighting selection?
Start with the inspection target, not the catalog category. Define the feature to reveal, the background to suppress, and the camera, lens, field of view, working distance, exposure, and speed constraints.
How do I choose between ring, bar, coaxial, dome, backlight, and line-scan lighting?
Match geometry to contrast: ring lights suit general front illumination, bar and low-angle lights emphasize directional texture, coaxial lights suit flat reflective targets, dome lights reduce glare, and line-scan lights support moving webs.
When are wavelength, filters, or polarizers useful?
Test them when geometry alone cannot separate defect and background. Material absorption, reflection, coatings, oil, transparency, and glare can make wavelength and optical accessories decisive.
How does surface curvature affect lighting selection?
Curved glossy surfaces create intense specular reflections. Dome or diffuse lighting is necessary to eliminate these hotspots, whereas flat surfaces typically require coaxial lighting.