quantum-denoiser

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SayantanDutta95 /QAB-PnP-ADMM-Deconvolution

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

UpdatedJan 24, 2024
MATLAB

SayantanDutta95 /QAB-denoising

Star8

Signal and image denoising using quantum adaptive transformation.

quantum quantum-mechanics image-processing quantum-computing inverse-problems image-denoising schrodinger-equation denoising ct-images gaussian-noise inverse-problem poisson-noise speckle-noise quantum-image-processing adaptive-basis adaptive-transformation quantum-denoiser adaptive-denoiser

UpdatedJan 24, 2024
MATLAB

SayantanDutta95 /DIVA

Star6

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

UpdatedMar 24, 2024
Jupyter Notebook

SayantanDutta95 /De-QuIP-Denoising

Star5

Denoising by Quantum Interactive Patches

quantum quantum-mechanics image-processing quantum-computing inverse-problems image-denoising schrodinger-equation denoising ultrasound-imaging gaussian-noise inverse-problem nonlocal poisson-noise despeckling quantum-mechanincs quantum-image-processing adaptive-transformation quantum-denoiser adaptive-denoiser

UpdatedJan 24, 2024
MATLAB

SayantanDutta95 /RED-ADMM-De-QuIP

Star3

Single image super resolution algorithm RED+ADMM+De-QuIP

image quantum red quantum-mechanics image-processing quantum-computing super-resolution inverse-problems image-restoration denoising ct-images inverse-problem ct-imaging quantum-image-processing adaptive-transformation quantum-denoiser adaptive-denoiser regularisation-by-denoising de-quip

UpdatedJan 24, 2024
MATLAB

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