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Quaternary Categorization Strategy for Reconstructing High-Reflectivity Surface in Structured Light Illumination
Bin Xu1, Shangcheng Qu1, Jinhua Li1
1School of Mechanical Engineering, Sichuan University, Chengdu 610065, China.
Sensors (Basel, Switzerland)
|December 23, 2023
Summary
This study introduces a novel quaternary categorization strategy to overcome challenges in structured light illumination for metal surface defect detection. The method enhances measurement accuracy by addressing high reflectivity and improving noise robustness.
Area of Science:
- Metrology
- Optical Engineering
- Surface Science
Background:
- Structured light illumination is crucial for high-speed, precise, non-contact surface defect detection.
- High reflectivity of metal surfaces commonly causes point cloud loss, degrading measurement accuracy.
Purpose of the Study:
- To develop a novel strategy for precise measurement of high-reflectivity surfaces using structured light illumination.
- To address the issue of point cloud loss caused by high surface reflectivity.
Main Methods:
- A quaternary categorization strategy classifying pixels based on phase map characteristics.
- Tailored optimization and reconstruction applied to each pixel category.
- Fusion of point clouds from different pixel types for comprehensive surface reconstruction.
Main Results:
- The proposed strategy effectively reduces measurement errors associated with high reflectivity on metal surfaces.
- Demonstrated enhanced robustness against noise compared to conventional methods.
- Achieved precise point cloud acquisition and reconstruction for challenging surfaces.
Conclusions:
- The quaternary categorization strategy offers a robust solution for accurate 3D measurements of high-reflectivity surfaces.
- This method significantly improves the reliability of structured light systems in industrial inspection applications.
- The approach provides a foundation for advanced non-contact metrology on reflective materials.
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