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Noise analysis in outdoor dynamic speckle measurement
Applied Optics
|May 3, 2023
Summary
The dynamic speckle method (DSM) effectively estimates process speeds, even with environmental noise like vibration and ambient light. Outdoor measurements are feasible, validated by simulations and experiments showing accurate speed mapping.
Area of Science:
- Optical Metrology
- Non-Destructive Testing
- Image Processing
Background:
- Dynamic Speckle Method (DSM) is valuable for process speed estimation.
- Industrial inspection often requires outdoor measurements with inherent noise.
- Environmental factors like vibration and ambient light can degrade DSM performance.
Purpose of the Study:
- To analyze the efficiency of DSM under environmental noise conditions.
- To investigate normalized estimates for non-uniform laser illumination.
- To prove the feasibility of outdoor DSM measurements.
Main Methods:
- Statistical pointwise processing of time-correlated speckle patterns.
- Numerical simulations of noisy image capture.
- Real-world experiments with test objects under outdoor conditions.
Main Results:
- DSM performance was evaluated in the presence of phase fluctuations and shot noise.
- Normalized estimates were studied for non-uniform illumination scenarios.
- Simulations and experiments confirmed good agreement between ground truth and noisy data maps.
Conclusions:
- The dynamic speckle method is robust to environmental noise for outdoor applications.
- Feasibility of outdoor DSM for industrial inspection is demonstrated.
- Accurate speed distribution mapping is achievable even with noisy data.
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