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A Camera Intrinsic Matrix-Free Calibration Method for Laser Triangulation Sensor.
Xuzhan Chen1, Youping Chen1, Bing Chen1
1School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China.
Sensors (Basel, Switzerland)
|January 20, 2021
Summary
This study introduces a new method for calibrating laser triangulation sensors (LTS) without needing the camera intrinsic matrix. This approach simplifies recalibration and enhances displacement measurement precision in industrial applications.
Area of Science:
- Optics and Photonics
- Metrology and Measurement Science
- Robotics and Automation
Background:
- Laser triangulation sensors (LTS) are crucial for industrial depth acquisition.
- Unknown component parameters, particularly camera intrinsics, hinder recalibration of off-the-shelf LTS.
Purpose of the Study:
- To develop a novel, camera intrinsic matrix-free calibration method for LTS.
- To address the challenges of recalibrating degenerated LTS devices during maintenance.
Main Methods:
- Proposed a one-dimensional target-based calibration approach.
- Formulated LTS calibration as an optimization problem considering all sensor parameters simultaneously.
- Introduced a closed-form solution for target positioning to enable LTS parameter optimization.
Main Results:
- Successfully calibrated LTS without prior knowledge of the camera intrinsic matrix.
- Demonstrated significant improvement in displacement measurement precision post-calibration.
- Validated the method through simulations and experimental results.
Conclusions:
- The precise camera intrinsic matrix is not a prerequisite for accurate LTS displacement measurement.
- The proposed method offers a practical solution for recalibrating LTS in industrial settings.
- This technique enhances the reliability and accuracy of depth sensing technologies.
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