Decoding of compressive data pages for optical data storage utilizing FFDNet.
Opt Lett
; 49(8): 1937-1940, 2024 Apr 15.
Article
em En
| MEDLINE
| ID: mdl-38621045
ABSTRACT
Coded aperture-based compression has proven to be an effective approach for high-density cold data storage. Nevertheless, its limited decoding speed represents a significant challenge for its broader application. We introduce a novel, to the best of our knowledge, decoding method leveraging the fast and flexible denoising network (FFDNet), capable of decoding a coded aperture-based compressive data page within 30.64â
s. The practicality of the method has been confirmed in the decoding of monochromatic photo arrays, full-color photos, and dynamic videos. In experimental trials, the variance between decoded results obtained via the FFDNet-based method and the FFDNet-absent method in terms of average PSNR is less than 1â
dB, while realizing a decoding speed enhancement of over 100-fold when employing the FFDNet-based method.
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01-internacional
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MEDLINE
Idioma:
En
Revista:
Opt Lett
Ano de publicação:
2024
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Article