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Deep learning tomographic reconstruction through hierarchical decomposition of domain transforms

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Deep learning (DL) has shown unprecedented performance for many image analysis and image enhancement tasks. Yet, solving large-scale inverse problems like tomographic reconstruction remains challenging for DL. These problems involve non-local and space-variant... ...