ALI: The adaptive levels of interval method for processing laser speckle images with superior activity extraction and discrimination capabilities

Al-Temeemy, Ali A.

doi:10.1016/j.optlaseng.2024.108173

Optics and Lasers in Engineering

2024

DOI: 10.1016/j.optlaseng.2024.108173

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ALI: The adaptive levels of interval method for processing laser speckle images with superior activity extraction and discrimination capabilities

Ali A. Al-Temeemy

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2024

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The Methodology of Adaptive Levels of Interval for Laser Speckle Imaging

Al-Temeemy

2024

J. Imaging

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A methodology is proposed for use in the laser speckle imaging field. This methodology modified the graphical and numerical speckle pattern imaging methods to improve their extraction and discrimination capabilities when processing the embedded temporal activity in the images of laser speckle patterns. This is through enabling these methods to adapt the levels of speckle images’ interval during processing to speed up the process and overcome the lack of discrimination when they deal with a complex scattering medium having regions of various scales of activity. The impact of using the new methodology on the imaging methods’ performance was evaluated using graphical and numerical evaluation tests, in addition, an exceptional laser speckle imaging system was designed and implemented to undertake a series of experimental validation tests on this methodology. The evaluation and experimental validation tests show the effectiveness of this methodology on the extraction and discrimination capabilities for the standard imaging speckle pattern methods and prove its ability to provide high performance with the real images of speckle patterns. The results also show an improvement in the processing speed for both graphical and numerical methods when the adaptive levels methodology is applied to them, which reaches 78% for the graphical and 87% for the numerical speckle processing methods.

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The Methodology of Adaptive Levels of Interval for Laser Speckle Imaging

Al-Temeemy

2024

J. Imaging

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ALI: The adaptive levels of interval method for processing laser speckle images with superior activity extraction and discrimination capabilities

Cited by 1 publication

References 35 publications

The Methodology of Adaptive Levels of Interval for Laser Speckle Imaging

The Methodology of Adaptive Levels of Interval for Laser Speckle Imaging

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