Sentence examples for sparse combination of from inspiring English sources

The background model is formulated as a linear and sparse combination of atoms in a pre-learned dictionary.

SRC and variants (e.g. RSC) seek for sparse combination of bases, which means choosing a set of coefficients with very few elements greater than zero.

Here, the co-occurrence matrix construction is based on SC and we assumed each observation is a sparse combination of the lexicon elements.

Mei et al. [15] first propose the L1 tracker by casting the tracking problem as finding a sparse combination of a target template set and a trivial template set to approximate the target object.

Here, rather than using the independency assumption, we present a new statistical parameter mapping (SPM -type analySPM -typed banalysisa sparse graph methodwhere temporal dynamics at each voxel position are describaseds a sparse conbination of global brain dynamicsparse

To implement this approach we would need to select an MKL method that typically gives a sparse combination of kernel coefficients.

Sparse representation [ 38] models noiseless signal as a sparse linear combination of basis elements, termed atoms, from a dictionary.

Sparse representation (SR) is a principle that a signal can be approximated by a sparse linear combination of dictionary atoms [ 14].

Sparse representation (SR) [ 5] is a parsimonious principle that a sample can be approximated by a sparse linear combination of basis vectors.

As such, each individual model is represented as a sparse linear combination of the basis vectors.

It seeks to represent a data sample as a sparse linear combination of some basic items in a dictionary.