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quantum-denoiser

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SayantanDutta95 / QAB-PnP-ADMM-Deconvolution

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Plug-and-Play ADMM scheme based on an adaptive denoiser using the Schroedinger equation's solutions of quantum physics.

image quantum quantum-mechanics image-processing quantum-computing admm inverse-problems image-restoration deconvolution fluorescence-microscopy-imaging deblurring inverse-problem plugandplay plug-and-play-priors deblurring-algorithm quantum-image-processing admm-algorithm adaptive-transformation quantum-denoiser adaptive-denoiser
  • Updated Jan 24, 2024
  • MATLAB

SayantanDutta95 / DIVA

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Deep Denoising by Quantum Interactive Patches. A deep neural network called DIVA unfolding a baseline adaptive denoising algorithm (De-QuIP), relying on the theory of quantum many-body physics.

machine-learning image computer-vision deep-learning quantum quantum-computing inverse-problems cnn-keras image-denoising image-restoration unfolding schrodinger-equation denoising inverse-problem quantum-image-processing quantum-denoiser
  • Updated Mar 24, 2024
  • Jupyter Notebook

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