Abstract: Highlights •A novel L0<math><msub is="true"><mrow is="true"><mi is="true">L</mi></mrow><mrow is="true"><mn is="true">0</mn></mrow></msub></math> sparse regularization for noise elimination and feature preservation.•An improved optimization strategy with guaranteed convergence and stability.•A new multi-layer approach for performance improvement.
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