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Published in 2017 at "Scientific Reports"
DOI: 10.1038/s41598-017-12228-3
Abstract: Fourier single-pixel imaging (FSI) employs Fourier basis patterns for encoding spatial information and is capable of reconstructing high-quality two-dimensional and three-dimensional images. Fourier-domain sparsity in natural scenes allows FSI to recover sharp images from undersampled…
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Keywords:
pixel imaging;
illumination;
fourier single;
single pixel ... See more keywords
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Published in 2022 at "Journal of Biomedical Optics"
DOI: 10.1117/1.jbo.27.1.016002
Abstract: Abstract. Significance: Optical properties (absorption coefficient and scattering coefficient) of tissue are the most critical parameters for disease diagnosis-based optical method. In recent years, researchers proposed spatial frequency domain imaging (SFDI) to quantitatively map tissue…
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Keywords:
frequency domain;
fourier single;
pixel;
single pixel ... See more keywords
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Published in 2020 at "Optical Engineering"
DOI: 10.1117/1.oe.59.7.073105
Abstract: Abstract. Fourier single-pixel imaging (FSI) has been proven to achieve excellent image quality when sampling all information in the Fourier domain. However, when the size of an imaging target is large, fully sampling Fourier coefficients…
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Keywords:
imaging sampling;
adaptive fourier;
fourier single;
single pixel ... See more keywords
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Published in 2022 at "Optics letters"
DOI: 10.1364/ol.475956
Abstract: Fourier single-pixel imaging (FSI) uses Fourier basis patterns for spatial light modulation to acquire the Fourier spectrum of the object image. The object image can be reconstructed via an inverse Fourier transform. However, the Fourier…
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Keywords:
pixel;
resolution;
high quality;
fourier single ... See more keywords
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2
Published in 2023 at "Optics letters"
DOI: 10.1364/ol.480190
Abstract: Generally, the imaging quality of Fourier single-pixel imaging (FSI) will severely degrade while achieving high-speed imaging at a low sampling rate (SR). To tackle this problem, a new, to the best of our knowledge, imaging…
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Keywords:
pixel imaging;
temporal fourier;
single pixel;
spatial temporal ... See more keywords
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Published in 2023 at "Optics letters"
DOI: 10.1364/ol.486416
Abstract: In this Letter, we present a learning-based method for efficient Fourier single-pixel imaging (FSI). Based on the auto-encoder, the proposed adaptive under-sampling technique (AuSamNet) manages to optimize a sampling mask and a deep neural network…
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Keywords:
pixel imaging;
adaptive sampling;
learning based;
single pixel ... See more keywords