Sentence examples for sparse basis for from inspiring English sources

where ψ is some basis and θ is a vector containing only K ≪ N nonzero coefficients; we can say that f is K-sparse in the domain ψ, and ψ is a sparse basis for the signal f.

In this paper, we propose a variant of NMU that is particularly well suited for image analysis as it incorporates the spatial information, that is, it takes into account the fact that neighboring pixels are more likely to be contained in the same features, and favors the extraction of localized features by looking for sparse basis elements.

The Student t distribution for mixture weights was introduced to achieve sparse basis representation.

When the source image is conducted via sparse transformation, the wavelet is used as the sparse basis.

According to the above research achievements in SAR raw data compressing based on CS theory, we can see that the SAR imagery data usually have poor sparsity feature and looking for suitable sparse transformation basis for SAR images is extremely significant.

Two hundred years later, Thomas Wyatt used one of the sonnets in the Rime Sparse as the basis for his own poem.

The fine analytical transform or sparsifying basis for sparse representation regularization is critical for recovering the signal.

Despite the theoretic physical significance, such sparse representation forms the basis for many applications in speech technology.

The set of conserved moiety vectors forms a sparse non-negative integer basis for the left null space of a stoichiometrically consistent network.

Molecular simulation methods provide a basis for interpreting sparse experimental data and for independently predicting conformational and dynamic properties of glycans.

Relevant to the approach proposed herein, Mahadevan et al. in[17] proposed the use of DW[18] as a projection basis for the sparse approximation of cost-to-go functions.