Deep learning has resulted in a huge advancement in computer vision. However, deep
models require an enormous amount of manually annotated data, which is a laborious and …

We are focused on conformity control of complex aeronautical mechanical assemblies,
typically an aircraft engine at the end or in the middle of the assembly process. Our overall …

This paper proposes a solution for the problem of visual mechanical assembly inspection by
processing point cloud data acquired via a 3D scanner. The approach is based on deep …

Even though neural network methodologies have been established for a long time, only
recently have they achieved exceptional efficacy in practical deployments, predominantly …

Assembly inspection is a crucial aspect of smart manufacturing to guarantee the quality of
products. To address the challenges posed by complex workshop scenes, an assembly …

In this work, we are focused on conformity control of complex aeronautical mechanical
assemblies, typically an aircraft engine, at the end or in the middle of the assembly process …