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BimodalPS: Causes and Corrections for Bimodal Multi-Path in Phase-Shifting Structured Light Scanners.
IEEE Transactions on Pattern Analysis and Machine Intelligence
|September 13, 2022
Summary
This study introduces a novel mathematical model to solve multi-path interference in 3D structured light scanning. The new method accurately measures depth by separating dual light paths, improving 3D reconstruction accuracy.
Area of Science:
- Computer Vision
- Optical Metrology
- 3D Imaging
Background:
- Structured light illumination is a key 3D scanning technique.
- Multi-path interference, where a camera pixel receives light from multiple projector positions, complicates accurate depth measurement.
- Bimodal multi-path occurs at step edges, causing a single pixel to capture light from two distinct surfaces.
Purpose of the Study:
- To develop a general mathematical model to address bimodal multi-path issues in phase-measuring-profilometry (PMP) scanners.
- To enable accurate depth measurements by analyzing the interference between dual light paths.
- To improve the precision and reliability of 3D scanning in challenging scenarios.
Main Methods:
- Developed a mathematical model to quantify constructive and destructive interference between two light paths.
- Utilized interference patterns to separate the dual light paths within a single camera pixel.
- Implemented a phase-shifting or phase-measuring-profilometry approach for decoupled depth measurements.
Main Results:
- The proposed model effectively measures and utilizes interference between dual light paths.
- Successfully separated the two light paths, enabling two independent depth measurements.
- Demonstrated significant performance improvement over state-of-the-art methods in simulations and real-world tests.
Conclusions:
- The novel mathematical model provides a robust solution for bimodal multi-path interference in structured light 3D scanning.
- This approach enhances the accuracy of 3D reconstruction, particularly at object edges.
- The validated algorithm offers a significant advancement for phase-measuring-profilometry techniques.

