Abstract Machine vision-based inspection technologies are gaining considerable
importance for automated monitoring and quality control of manufactured products in recent …

Abstract Small and Medium Enterprises (SMEs) and Micro, Small, and Medium Enterprises
(MSMEs) contemplate integrating machine vision with high throughput manufacturing lines …

In this paper, a lightweight printed circuit board (PCB) defects detection model (light-PDD) is
proposed, which mainly concentrates on overcoming the deficiencies of redundant …

Computer vision provides image-based solutions to inspect and investigate the quality of the
surface to be measured. For any components to execute their intended functions and …

The surface defects' region of strip steel is small, and has various defect types and, complex
gray structures. There tend to be a large number of false defects and edge light interference …

Object detection and classification denotes one of the most extensively-utilized machine
vision applications given the high requirements put forward for object classification and …

Steel defect diagnostics is important for industry task as it is tied to the product quality and
production efficiency. The aim of this paper is evaluating the application of residual neural …

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 …

Sheet metal stamping is widely used for high-volume production. Despite the wide adoption,
it can lead to defects in the manufactured components, making their quality unacceptable …

Aluminum Profiles (APs) are aluminum materials obtained by hot melting and extruding
aluminum rods. It has the characteristics of low cost, strong plasticity, easy processing, and …