Compressive Ghost Imaging with Customized Speckles

Speckle patterns arise when coherent light reflects from rough surfaces or propagates through complex scattering media, such as disordered materials or multimode fibers. These patterns exhibit a random granular structure, with their statistical properties typically following Rayleigh statistics. The probability density function (PDF) of the complex field conforms to a circular Gaussian distribution, while the intensity PDF follows a negative exponential distribution. Wavefront shaping techniques can modify these statistical properties by controlling wavefront intensity, polarization, or phase [1], enabling diverse applications, including advanced imaging, cryptography, and optical communications. Compressive ghost imaging (CGI) leverages speckle patterns for image reconstruction using a bucket detector instead of a traditional camera [2]. This technique relies on compressive sensing, which exploits object sparsity to achieve accurate image reconstruction with fewer measurements. CGI is particularly advantageous in challenging environments, such as imaging through highly scattering or dynamic media.

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Publication Details

Published
2025-06-23
DOI
https://doi.org/10.1109/cleo/europe-eqec65582.2025.11111123
Primary Topic
Random lasers and scattering media
Type
article
Field-Weighted Citation Impact
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article

Compressive Ghost Imaging with Customized Speckles

Hasan Umitcan Yilmaz, Elif Sünnetci, Hakan Alιcι, A. Serhan Başdemirci
Random lasers and scattering media
article

Compressive Ghost Imaging with Customized Speckles

Hasan Umitcan Yilmaz, Elif Sünnetci, Hakan Alιcι, A. Serhan Başdemirci
article en

Abstract

Speckle patterns arise when coherent light reflects from rough surfaces or propagates through complex scattering media, such as disordered materials or multimode fibers. These patterns exhibit a random granular structure, with their statistical properties typically following Rayleigh statistics. The probability density function (PDF) of the complex field conforms to a circular Gaussian distribution, while the intensity PDF follows a negative exponential distribution. Wavefront shaping techniques can modify these statistical properties by controlling wavefront intensity, polarization, or phase [1], enabling diverse applications, including advanced imaging, cryptography, and optical communications. Compressive ghost imaging (CGI) leverages speckle patterns for image reconstruction using a bucket detector instead of a traditional camera [2]. This technique relies on compressive sensing, which exploits object sparsity to achieve accurate image reconstruction with fewer measurements. CGI is particularly advantageous in challenging environments, such as imaging through highly scattering or dynamic media.

Bilkent University (TR)
Openalex Percentile: Top 84%
Random lasers and scattering media
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Compressive Ghost Imaging with Customized Speckles — Hasan Umitcan Yilmaz, Elif Sünnetci, et al. · (2025) | TGRS Research Map | TGRS