Sentence examples for manifold representation from inspiring English sources

Manifold learning (ML) schemes attempt to generate a low dimensional manifold representation of a higher dimensional feature space while simultaneously preserving nonlinear relationships between object instances.

Isomap has been successfully applied to many image processing problems having invariance manifold representation.

(Later, in the critical period, Kant will expand the notion of synthesis to describe not only the genesis and combination of mathematical concepts, but also the act of unifying manifold representations.

Many application areas of geometric modeling take advantage of the additional features of non-manifold representation.

This lecture illustrates the use of topological data structures for non-manifold representations as a framework for numerical simulations in computational mechanics.

Logic "separates out of our manifold representational connections of consciousness those [representations] that have a legislative [gesetzgebenden] character for the development of our knowledge [Wissen]" (L I: 1).

With very limited labeled data available, in this paper we propose a semi-supervised hashing method by integrating manifold embedding, feature representation and classifier learning into a joint framework.

Brief reviews of the Grassmann manifold and sparse representation are provided in this section.

Extracting geodesics on a single manifold (or mesh representation) of an object is trivial.

Therefore it is only because I can combine a manifold of given representations in one consciousness that it is possible for me to represent the identity of the consciousness in these representations" (B133).

Coupling the two manifolds for target representation facilitates the ATR process by allowing us to meaningfully synthesize new target appearances to deal with previously unknown targets as well as both known and unknown targets under previously unseen viewpoints.