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arxiv: 2406.03313 · v2 · pith:5Q4PMYJ6new · submitted 2024-06-05 · 🧮 math.PR

Weighted tensorized fractional Brownian textures

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keywords brownianfieldsfractionalobtainedpropertiestensorizedtexturesweighted
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This paper presents a new model of textures, obtained as realizations of a new class of fractional Brownian fields. These fields, called weighted tensorized fractional Brownian fields, are obtained by a relaxation of the tensor-product structure that appears in the definition of fractional Brownian sheets. Statistical properties such as self-similarity, stationarity of rectangular increments and regularity properties are obtained. An operator scaling extension is defined and we provide simulations of the fields using their spectral representation.

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