Future devices will continue to probe the frontier of the very small, and at scales where functionality depends on mere atoms, even the tiniest flaw matters. Researchers at Rice University have shown ...
The automatic detection of surface-level irregularities—defects or anomalies—in 3D data is of significant interest for various real-world purposes, such as industrial quality inspection, ...
Industrial quality inspection plays a critical role in manufacturing, from ensuring the reliability of electronics and vehicles to preventing costly failures in aerospace and energy systems.
Abstract: Due to the aging of industrial equipment, safety accidents have become increasingly frequent. The prolonged use of mechanical equipment often leads to corrosion and rust on metal surfaces, ...
Abstract: Surface Defect Detection (SDD) aims to accurately localize defects based on predefined category labels in industrial manufacturing. Different from generic object detection, the industrial ...
Abstract: Quality inspection is essential in quality control for particle board manufacturing and plays a key role in achieving Zero Defect Manufacturing (ZDM). Manual inspection, however, is limited ...
Abstract: With the widespread application of printed circuit boards (PCBs) in electronic manufacturing, the complexity and accuracy of their production processes continue to increase. Traditional ...
Abstract: This work presents a novel framework integrating federated learning with continual learning algorithms for metal surface defect detection and segmentation in automotive manufacturing. The ...
One American company is working to replace a key, rare earth mineral used by the military by using a technology of its own. LightPath Technologies , an Orlando, Florida-based optics and photonics ...
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