Reproducing Kernel Hilbert space method for optimal interpolation of potential field data.
other · Level V
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- Record sourced from PubMed, PMID 18276239.
- Also identified by DOI 10.1109/83.730385.
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Abstract
The RKHS-based optimal image interpolation method, presented by Chen and de Figueiredo (1993), is applied to scattered potential field measurements. The RKHS which admits only interpolants consistent with Laplace's equation is defined and its kernel, derived. The algorithm is compared to bicubic spline interpolation, and is found to yield vastly superior results.