Sentence examples for use of fixed basis from inspiring English sources

The advantage of using a learned dictionary is that the representation would be more accurate than obtained with the use of fixed basis and this is done by adapting its atoms to fit a given training data [45].

The latter are modeled by B-splines, which is a common mathematical technique for representing a smooth nonlinear function as a linear function of fixed basis functions [ 33].

In this stage, we will estimate the reconstruction of each source using the fixed basis functions b j,n (f) from the instrument modeling stage (Section 2.4) and the previously estimated panning matrix M with elements m i,j.

However, WT uses some fixed basis mother wavelets, independent of the processed signal, which makes it non-adaptive.

LPG-PCA is based on the local adaptive basis function and preserves the fine edges, whereas the previous BM3D method uses the fixed basis function which is less adapted to the local geometry of the image.

That decision barred the use of fixed quotas in affirmative action plans.

The space agency NASA is pleased with the use of fixed-price contracts.

Let a be two-dimensional linear space of solutions, and let be a fixed basis of this linear space.

According to Feyerabend, experience cannot be taken for granted as some kind of fixed, neutral basis for comparing theories.

However, the fixed basis functions which are not related to the given signal may lower the accuracy of fault detection.

EMD is a data-driven approach that does not use a fixed set of basis functions, but is self-adaptive according to the processed signal.