Work

Accelerating fringe projection profilometry to 100k fps at high-resolution using deep learning

Year: 2025

Type: article

Abstract: Fringe projection profilometry, a powerful technique for three-dimensional (3D) imaging and measurement, has been revolutionized by deep learning, achieving speeds of up to 100,000 frames per second (fps) while preserving high-resolution. This advancement expands its applications to high-speed transient scenarios, opening new possibilities for ultrafast 3D measurements.

Source: Light Science & Applications

DOI: 10.1038/s41377-025-01802-4

Authors: Jie Xu, Jindong Tian

Institutions: Shenzhen University, Guangdong Laboratory of Artificial Intelligence and Digital Economy (Shenzhen)

Language: English

Topic: Optical measurement and interference techniques

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: gold

Estimated APC paid: $4,190

OpenAlex ID: W4408913270

FWCI: 1.438

Cites: 20

Cited by: 4

Related to: 10