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.
A standard sufficient form uses a bounded Lipschitz domain , scalar functions , a uniform essential supremum bound, and some such thatThere is a subsequence converging in L1 norm to a function . Its approximate gradients converge weakly in , and the jump-set measure is bounded by the lower limit of the approximants' jump-set measures. The theorem keeps the Cantor part of a BV derivative out of the limit. [ref]
A Note on the Theory of SBV Functions by Giovanni Alberti and Carlo Mantegazza. Alberti and Mantegazza, A Note on the Theory of SBV Functions, Theorem1.4; the displayed bounds are a standard sufficient special case of its uniform BV, equiintegrability and jump-control hypotheses
The hypotheses do distinct jobs. The value bound and jump-size bound control jump variation; gives uniform integrability of the absolutely continuous derivatives. Ordinary bounded-variation compactness alone permits a diffuse singular part in the limit. Domain or tightness control also matters for global convergence: translating a fixed interval indicator arbitrarily far along keeps all these local size bounds but gives no strongly convergent global subsequence.
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