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Coarea for finite-variation L² functions
Statement
Assume Countable Choice. Let satisfy . For set , and for set . Each set has finite area, almost every applicable level set has finite perimeter, and
Statement references
Facts & Assumptions
Given: Countable Choice and with .
Countable Choice is assumed for the BV coarea and test-field representation suppliers. (The Axiom of Countable Choice ())
Compactly supported BV cutoffs for finite-variation L² functions: there are compactly supported with in and .
Coarea formula for spatial BV: for a globally integrable BV function, the positive superlevel and negative sublevel perimeters integrate to its total variation.
Test-field formula and L1 lower semicontinuity of spatial TV: for an function, the extended test-field variation is lower semicontinuous in ; if finite, it equals the perimeter/TV defined by the distributional derivative.
Tonelli's theorem for nonnegative measurable functions on a sigma-finite product and Tonelli and Fubini for the completed product, with only almost-everywhere section measurability: nonnegative level integrals may be interchanged, and absolutely integrable level/spatial functions satisfy Fubini.
Fatou's lemma and Monotone convergence for the integral: Fatou bounds the limiting perimeter integrals, and increasing truncations of nonnegative level integrals converge to the full integral.
Proof
By [F1], choose compactly supported with in and . For each fixed , in : the symmetric difference is outside for the cutoffs constructed in [F1] and contained in , whose tail measure is at most . Here and are the corresponding signed superlevel or sublevel sets.
For , , and for , . The indicator-valued maps are Borel on each half-line: on positive levels they are right-continuous in when , by continuity from below of measure; on negative levels they are left-continuous when . Composing with the lower semicontinuous extended variation in [F3] makes their perimeter functions measurable. Lower semicontinuity in [F3] and step 1.1 give for every applicable nonzero . Fatou's lemma [F5], the BV coarea identity [F2], and the variation bound in step 1.1 imply, for every , Letting and using monotone convergence [F5] proves that the full perimeter sum is at most ; its finiteness and [F3] give finite perimeter for almost every applicable level.
Let with . The signed layer-cake identity is . On the compact support of , , so Tonelli and Fubini [F4] permit integration of this identity against . At almost every level the absolute value of the resulting indicator test integral is at most its perimeter by [F3]. Therefore is at most the perimeter sum in step 2.1. Taking the supremum over admissible gives at most that sum, which together with step 2.1 proves equality.
Depends on
- Distributional TV as an extended functional on L²
- Compactly supported BV cutoffs for finite-variation L² functions
- Coarea formula for spatial BV
- Test-field formula and L1 lower semicontinuity of spatial TV
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
- Tonelli's theorem for nonnegative measurable functions on a sigma-finite product
- Tonelli and Fubini for the completed product, with only almost-everywhere section measurability
- Fatou's lemma
- Monotone convergence for the integral
Used by
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Sources
- José A. Iglesias, Gwenael Mercier, and Otmar Scherzer, A note on convergence of solutions of total variation regularized linear inverse problems, §3.1 (standard reference, not scraped)
- Gláucio Terra, Introduction to Geometric Measure Theory — Lecture Notes, version 1.6, §5.3 (standard reference, not scraped)