Sentence examples for much lower dimension from inspiring English sources

Compared to the 128-entry or 64-entry feature descriptors, there is also the moment invariants feature descriptor which is of much lower dimension [11].

The idea is to approximate the (high dimensional) full-order equations, describing the propagation of the radiated heat intensity in space, with a model of much lower dimension, whose parameters are identified by means of nonlinear system identification techniques.

We propose to use parametric model order reduction (PMOR) to compute a reduced-order model (ROM) that is not only of a much lower dimension, but also accurate for all values of the parameters within a specified range.

Either the ZF or MRT/MRC method can be adopted to linearly process signals, and a novel training scheme via the precoded SI channel is proposed to estimate the SI with a much lower dimension.

We propose a precoded SI channel training scheme by employing orthogonal sequences and downlink precoding, so the SI channel can be estimated like the signal channel with a much lower dimension.

This system of characteristic functions can be used as a complete set to express the solution over the non-uniform region, so that the numerical problem to be solved is of a much lower dimension than that yielded by conventional numerical methods.

The synthetic rock is found to have a much lower fractal dimension (Ds = 2.0), indicating a smoother interface than the natural oil-bearing rock (Ds = 2.7).

However, it is noticeable that there is a categorization phenomenon along this dimension, as the sounds labeled 9, 11, and 12 are much lower on that dimension than the other ones.

In many applications, and especially in systems biology, the size of the training samples is generally much lower than the dimension of feature space.

In general, the system state of the particle filter lies in a constrained subspace whose dimension is much lower than the whole space dimension.

In principle, this could be accomplished by solving a Riemann problem for the full system, but some ideas related to barotropic baroclinic time splitting can be used to reduce the Riemann problem to a much simpler system of lower dimension.