Scalar total variation splitting under clipping
ID: scalar-total-variation-splitting-under-clipping
For a scalar BV space function, clipping to partitions its coarea formula for BV functions into middle and tail levels. The clipped function has the original superlevel sets at heights in . The positive tail levels of correspond to original heights above , and its negative tail levels to heights below . Thus their total variation seminorms add exactly. This is stronger than the triangle inequality and is specific to scalar monotone clipping. It supports residual-preserving clipping of an ROF minimizer.
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