Search Results for author: Alireza Hosseini

Found 3 papers, 3 papers with code

INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings

1 code implementation28 Oct 2023 Amirhossein Kazerouni, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci

INCODE comprises a harmonizer network and a composer network, where the harmonizer network dynamically adjusts key parameters of the activation function.

Denoising Image Inpainting +1

Compressed MRI Reconstruction Exploiting a Rotation-Invariant Total Variation Discretization

1 code implementation26 Nov 2019 Erfan Ebrahim Esfahani, Alireza Hosseini

Inspired by the first-order method of Malitsky and Pock, we propose a new variational framework for compressed MR image reconstruction which introduces the application of a rotation-invariant discretization of total variation functional into MR imaging while exploiting BM3D frame as a sparsifying transform.

MRI Reconstruction

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