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Proceedings Paper

Invariant variational principles for finite mixture model interpolation
Author(s): Ravi C. Venkatesan
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Paper Abstract

The strategy for a self-consistent procedure for deriving invariance preserving cost functions using the Extreme Physical Information theory is outlined. The self-adjoint invariant EPI solutions are obtained by minimizing the constrained EPI cost function is with respect to the Lie derivative (Noether's theorem). The undetermined quantities are specified in a manner so as to satisfy the Helmholtz condition. To provide for an example, the case of model-based interpolation of high dimensional data, approximated by clusters is discussed.

Paper Details

Date Published: 20 December 2001
PDF: 11 pages
Proc. SPIE 4672, Internet Imaging III, (20 December 2001); doi: 10.1117/12.452682
Show Author Affiliations
Ravi C. Venkatesan, Systems Research Corp. (India)


Published in SPIE Proceedings Vol. 4672:
Internet Imaging III
Giordano B. Beretta; Raimondo Schettini, Editor(s)

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