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Pixel Bleeding Correction in Laser Scanning Luminescence Imaging Demonstrated Using Optically Stimulated Luminescence
IEEE Transactions on Medical Imaging
|June 13, 2015
Summary
This study introduces an algorithm to fix pixel bleeding in laser scanning imaging caused by slow luminescence. The method enables faster readout of Al2O3 detectors for 2D dosimetry and X-ray imaging.
Area of Science:
- Medical Physics
- Materials Science
- Image Processing
Background:
- Laser scanning imaging techniques like X-ray imaging and 2D dosimetry can suffer from "pixel bleeding."
- This artifact is caused by slow luminescence centers in materials such as photostimulable phosphors and optically stimulated luminescence detectors.
- Existing limitations in readout speed hinder the application of certain materials, like Al2O3 films, in 2D dosimetry.
Purpose of the Study:
- To develop and evaluate an algorithm for correcting pixel bleeding in laser scanning imaging.
- To enable faster readout speeds for Al2O3-based X-ray detectors used in 2D dosimetry.
- To explore the potential of new materials in laser scanning applications by mitigating luminescence lifetime constraints.
Main Methods:
- A deconvolution algorithm was designed, incorporating the lifetime of slow luminescence centers.
- The algorithm utilizes detection of both fast and slow luminescence signals and combines data from opposite scanning directions.
- Simulated data and experimental validation using Al2O3:C and Al2O3:C,Mg X-ray detector films were employed.
Main Results:
- The algorithm effectively corrects pixel bleeding caused by slow luminescence centers.
- Readout speeds for Al2O3 film detectors were increased by 300-500 times compared to conventional limits.
- The method demonstrated successful image reconstruction for Al2O3 detectors previously limited by slow luminescence.
Conclusions:
- The developed algorithm significantly improves laser scanning imaging performance by addressing pixel bleeding.
- Faster readout capabilities open avenues for using novel materials in 2D dosimetry and X-ray imaging.
- Further investigation into noise effects is recommended for specific applications of this algorithm.
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