Detecting surface defects plays a crucial role in ensuring the quality, functionality, and
security of the production process. Traditional image processing techniques and machine …

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

Surface defect detection plays an increasing role in intelligent manufacturing and product
life-cycle management, such as quality inspection, process monitoring, and preventive …

Steel surface defect detection is an essential quality control task in manufacturing. As
patterns of defects may be viewed as an object, some current defect detection methods …

Industrial defect detection is a hot topic in the field of computer vision. It is a challenging task
due to complex features and many categories of industrial defects. In this paper, a deep …

Surface defect detection plays an essential role in industry, and it is challenging due to the
following problems: 1) the similarity between defect and nondefect texture is very high …

The feature layers of different layers in the single shot multibox detector (SSD) are
independently used as the input of the classification network, so it is easy to detect the same …

The inspection and diagnosis of building engineering involve health monitoring of buildings
and related facilities, and the utilization of renewable energy, such as solar energy, is crucial …

The intelligent monitoring and diagnosis of steel defects plays an important role in improving
steel quality, production efficiency, and associated smart manufacturing. The application of …

Surface defect detection is the essential process to ensure the quality of products. Surface
defect classification (SDC) based on deep learning (DL) has shown its great potential …