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Updated: May 5, 2026

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Digital Inline Holographic Microscopy DIHM of Weakly-scattering Subjects
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Ghost imaging in convolution space using shifted random-pattern illumination
Optics Express
|May 4, 2026
Summary
This study introduces an efficient ghost imaging technique for accurate convolution image acquisition. The new method improves measurement efficiency and image quality compared to conventional approaches, with applications in invisible-light imaging.
Area of Science:
- Optics and Photonics
- Computational Imaging
- X-ray Imaging
Background:
- Ghost imaging enables image reconstruction using only single-pixel detectors.
- Conventional speckle-shifting ghost imaging requires multiple pattern shifts, limiting measurement efficiency.
- Accurate acquisition of convolution images is crucial for various imaging applications.
Purpose of the Study:
- To develop a more efficient ghost imaging technique for acquiring convolution images.
- To improve image quality and measurement efficiency over existing methods.
- To demonstrate the technique's potential in X-ray ghost imaging and invisible-light regimes.
Main Methods:
- Proposed a novel ghost imaging approach using shifted random-pattern illumination.
- Developed a theoretical framework to analyze the technique's performance.
- Conducted experiments to validate the method and compare it with speckle-shifting ghost imaging.
Main Results:
- The proposed method approximates ghost imaging in convolution space with improved efficiency.
- Theoretical analysis and experimental results show higher image quality compared to speckle-shifting ghost imaging.
- Experimental validation in X-ray ghost imaging was successful.
Conclusions:
- The shifted random-pattern illumination ghost imaging technique offers enhanced efficiency and image quality.
- This method overcomes the limitations of conventional speckle-shifting ghost imaging.
- The technique shows promise for high-speed imaging applications in invisible-light regimes, particularly in X-ray imaging.
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