A BV space function is special when its derivative has no Cantor part of a bounded-variation derivative: . The remaining singular part is supported on the jump set of a bounded-variation function. This space accommodates sharp interfaces and is the natural setting for the Mumford–Shah functional.
For uniformly bounded values, an gradient bound with , and bounded -dimensional jump measure, a sequence in the SBV space admits an -convergent subsequence whose limit remains special. Gradients converge weakly in , and jump measure is lower semicontinuous. These hypotheses prevent diffuse singular derivatives from replacing the controlled interfaces in a minimizing limit.

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