During steel manufacturing, surface defects such as scratches, scale, and oxidation can
compromise product quality and safety. Detecting these defects accurately is critical for …

The precise identification of surface imperfections in steel strips is crucial for ensuring steel
product quality. To address the challenges posed by the substantial model size and …

Steel, as a pivotal material in industrial society, demands stringent quality control to ensure
its structural integrity and safety. Surface defects in steel pose significant challenges to the …

Given that small targets are predominant in the steel surface defect areas, most existing
methods cannot balance the trade-off between detection accuracy and speed. In this paper …

There are many irresistible factors in steel production that will lead to the presence of slightly
different defects on the steel surface. Unlike conventional object detection methods, the …

To address the current steel surface defect detection algorithms in practical applications
involving low detection accuracy, an efficient and highly accurate strip steel surface defect …

Defect detection in steel surface is crucial for engineering quality control. Traditional
methods for detecting surface defects on steel materials have issues such as low detection …

Defect detection plays a crucial role in ensuring the surface quality of steel, as it impacts
both downstream production and the overall quality of the final product. However …

Steel strip is an extremely important industrial material and is widely used in various
industrial fields. During the production process, surface defects need to be detected quickly …

Surface defects in steel manufacturing can compromise product quality and safety. Detecting
these diverse and complex defects under industrial conditions is challenging. This paper …