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Temporally dependent TV/TGV regularisation

Develop a TV/TGV regularised image reconstruction approach where the regularisation parameter is a function of space and time. The approach would be developed for 2D cardiac CINE imaging.

Bildschirmfoto 2022-03-12 um 20 30 45

Useful links:

Multi-modality image reconstruction: https://github.com/TomographicImaging/CIL

Advanced regularised image reconstruction: https://github.com/SyneRBI/SIRF

To simulate undersampled MR image reconstruction checkout https://github.com/MATHplus-Young-Academy/P2-Cardiac-Motion/blob/main/create_undersampled_data.ipynb

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