total-variation topic

List total-variation repositories

CP_PFDR_graph_d1

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Cut-pursuit with preconditioned forward-Douglas-Rachford for regularization of classical functionals by graph total variation

scico

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Scientific Computational Imaging COde

PyTV-4D

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Python routines to compute the Total Variation (TV) of 2D, 3D and 4D images on CPU & GPU. Compatible with proximal algorithms (ADMM, Chambolle & Pock, ...)

Bayesian-Image-Super-Resolution

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A Bayesian framework for Multi-Frame Image Super-Resolution. Based on "Bayesian Image Super-Resolution" (ME Tipping and CM Bishop, NeurIPS 2003)

event_based_image_rec_inverse_problem

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Official implementation of IEEE TPAMI 2022 paper "Formulating Event-based Image Reconstruction as a Linear Inverse Problem with Deep Regularization using Optical Flow"