Automatic vision-based inspection systems have played a key role in product quality
assessment for decades through the segmentation, detection, and classification of defects …

The strip steel has been widely used in the manufacturing industry. Defects on the surface
are main factors to determine the quality of strip steel. Due to the various shapes of the …

Defect detection is to locate and classify the possible defects in an image, which plays a key
role in the quality inspection link in the manufacturing process of industrial products. Defects …

In recent years, deep learning methods have been widely used in various industrial
scenarios, promoting industrial intelligence. Real-time surface defect inspection of industrial …

The automatic detection of foreign objects between platform screen doors (PSDs) and metro
train doors significantly affects personnel and property safety and maintains the train's …

Cracks are usually curve-like structures that are the focus of many computer-vision
applications (eg, road safety inspection and surface inspection of industrial facilities). The …

Surface defect detection (SDD) is critical in the smart manufacturing systems to ensure
product quality. Nevertheless, the defective samples are always insufficient, and there exists …

Deep learning (DL)-based surface defect detectors play a crucial role in ensuring product
quality during inspection processes. However, accurately and efficiently detecting defects …

Surface defect detection systems based on deep learning are employed in the
manufacturing system, and their good detection performance largely relies on abundant …

During the production of metal material, various complex defects may come into being on
the surface, together with large amount of background texture information, causing false or …