SayantanDutta95

Sayantan Dutta's repositories

QAB-PnP-ADMM-Deconvolution

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

Language:MATLAB7 10

QAB-denoising

Signal and image denoising using quantum adaptive transformation.

Language:MATLABMIT5 10

De-QuIP-Denoising

Denoising by Quantum Interactive Patches

Language:MATLAB4 10

Cardiac-USimage-Enhancement

Adaptive Contrast Enhancement of Cardiac Ultrasound Images using a Deep Unfolded Many-Body Quantum Algorithm

Language:Jupyter Notebook300

De-QuIP-Despeckling

De-QuIP-Despeckling (Despeckling by Quantum Interactive Patches)

Language:MATLAB3 10

DIVA

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.

Language:Jupyter NotebookMIT3 2 1

RED-ADMM-De-QuIP

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

Language:MATLABMIT3 10

quantum-autoencoder-denoising

Language:Jupyter Notebook000