{"title":"Accelerating fringe projection profilometry to 100k fps at high-resolution using deep learning","authors":"Jie Xu, Jindong Tian","doi":"10.1038/s41377-025-01802-4","DOIUrl":null,"url":null,"abstract":"<p>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.</p>","PeriodicalId":18069,"journal":{"name":"Light-Science & Applications","volume":"57 1","pages":""},"PeriodicalIF":20.6000,"publicationDate":"2025-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Light-Science & Applications","FirstCategoryId":"1089","ListUrlMain":"https://doi.org/10.1038/s41377-025-01802-4","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPTICS","Score":null,"Total":0}
引用次数: 0
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.