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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

David Muigai

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Open access 2026

CDNet: Complex-Valued Deep Unrolled Composite Denoising Network for Accelerated Magnetic Resonance Image Reconstruction

The iterative three-operator splitting (TOS) method to solve the composite regularization problem and a composite denoising network (CDNet) that maintains consistent arithmetic structures with it are proposed, demonstrating the effectiveness of deep unrolling in accelerating iterative optimization.

David Muigai, E. Mwangi, Henry Kiragu · 0 citations