Jenn-Jier James Lien

Enhanced discrepancy-aware visual inspection with a single global threshold for industrial assembly

Automated optical inspection is widely used in industrial assembly, but collecting sufficient real defective samples and pixel-level annotations is difficult because critical faults such as missing components, loose fastening, and positional deviations are rare in production. Thi...