With the advances in scientific foundations and technological implementations, optical
metrology has become versatile problem-solving backbones in manufacturing, fundamental …

Digitization of most of the services that people use in their everyday life has, among others,
led to increased needs for cybersecurity. As digital tools increase day by day and new …

Single-shot fringe projection profilometry (FPP) is widely used in the field of dynamic optical
3D reconstruction because of its high accuracy and efficiency. However, the traditional …

Single-shot 3D shape reconstruction integrating structured light and deep learning has
drawn considerable attention and achieved significant progress in recent years due to its …

Structured light profilometry (SLP) is now widely utilized in noncontact three-dimensional
(3D) reconstruction due to its convenience in dynamic measurements. Compared with …

In recent years, many single-frame 3D reconstruction schemes based on fringe projection
profilometry (FPP) have been proposed. However, most single-frame reconstruction …

Fringe projection profilometry (FPP), a widely used 3D reconstruction method, often
encounters a dilemma between speed and accuracy for dynamic measurement. This paper …

One of the most essential substances for detecting electric fire is electric fire short-circuit
marks. The traces of which can be found before and after the electric fire as the short circuit …

The loss function plays a crucial role in the construction of machine learning algorithms.
Employing a teacher model to set loss functions dynamically for student models has …

The quick and accurate retrieval of an object's height from a single fringe-pattern in Fringe
Projection Profilometry has been a topic of ongoing research. While existing single-shot …