We introduce a one-parameter family of Borel regular measures on that enhances Lebesgue measure by incorporating a scale-invariant penalty for codimension-1 boundary structures. Utilizing Carathéodory’s outer measure construction with the mixed gauge for , the resulting measure seamlessly combines -dimensional volume with -dimensional surface contributions in a single -additive framework. Key results include: (i) is a metric outer measure, with all Borel sets measurable and Borel regular; (ii) the scaling property for ; (iii) quantitative comparability for bounded Lipschitz domains , where dimensional constants satisfy , directly relating to perimeter. This addresses Lebesgue measure’s oversight of boundary complexity while preserving compatibility with the Carathéodory-Hausdorff paradigm. Potential applications span robust numerical integration on irregular domains, perimeter-regularized functionals in image and shape processing, and boundary-aware probabilistic modeling. Examples are provided in and , alongside links to Minkowski content and sets of finite perimeter. Open problems encompass optimal constants, coarea formulas in BV spaces, and extensions to rectifiable sets.

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