Gaussian Process Implicit Surfaces
نویسندگان
چکیده
Many applications in computer vision and computer graphics require the definition of curves and surfaces. Implicit surfaces [7] are a popular choice for this because they are smooth, can be appropriately constrained by known geometry, and require no special treatment for topology changes. Given a scalar function f : Rd 7→ R, one can define a manifold S of dimension d− 1 wherever f(x) passes through a certain value (e.g., 0)
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تاریخ انتشار 2006