Research
Machine vision is replacing manual inspection to stabilize high-speed industrial production
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While individual areas focus on material feedstocks, a cross-portfolio shift toward automated quality control indicates that the primary hurdle for leather alternatives has moved from material formulation to high-speed manufacturing stability. The portfolio reveals a concentration of machine-vision systems designed to overcome "brightness drift" and "reflection unevenness" during continuous roll production. These systems utilize multi-light source arrays—spanning white, ultraviolet, and RGB spectrums—to identify defects that manual inspection cannot reliably catch at industrial speeds.
Based on
- Online method for identifying surface anomalies in automotive synthetic leatherPatent · Jun 2026
- A method and system for automatic detection of synthetic leather defectsPatent · May 2023
- Artificial leather defect detection systemPatent · Jun 2022