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README.md

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 # QAB-denoising
 Signal and image denoising using quantum adaptive transformation.
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+To whom it may concern,
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+This package includes the MATLAB code for the paper:
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+Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, and Denis Kouamé.
+"Quantum mechanics-based signal and image denoising." 
+arXiv preprint arXiv:2004.01078 (2020).
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+MATLAB code prepard by Sayantan Dutta
+E-mail: [email protected] and [email protected]
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+This script shows an example of calling our denoising algorithm for signal and image
+using Quantum adaptative basis (QAB).
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+N.B.: the code is not well optimized, it consumes a considerable amount of memory and
+takes some minutes to generate the results. Please guarantee your computer have at least
+16 GB of RAM if you want to denoise an image of size 512 x 512 (e.g., the classic Lena image).
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+Please feel free to contact me through the E-mail address if you have any questions.
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+Cheers,
+
+Sayantan Dutta
+November 11, 2020