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<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>

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

  • 期刊论文

  • 出版模式：

    开放获取

  • 发表日期：

    2025年3月27日

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  • Jie Xu,
  • Jindong Tian

摘要

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.