Sentence examples for both sparse and noisy from inspiring English sources

This situation is however complicated by the fact that in many industrial design situations, data are both sparse and noisy, the fundamental understanding of the system is limited and time and resource constraints are stringent.

The robot hosts limited range, sparse and noisy IR sensors.

In clinical practice, observations of intraventricular blood pressures are too sparse and noisy.

However, most existing methods overlook the sparse and noisy properties of gene networks and thus may lead to suboptimal performance.

The goal of this task would be to take user generated videos (along with their sparse and noisy metadata) and automatically classify them into genres.

The use of numerical differentiation procedures is identified as the main cause for the poor performance of the modal curvature method under sparse and noisy measurement.

CONFIGR (CONtour FIgure GRound) is a computational model based on principles of biological vision that completes sparse and noisy image figures.

However, as in other clinical modalities, electrophysiological data are often sparse and noisy, and this results in high levels of uncertainty in the estimated quantities.

Thus, there is a need to design models that can be adjusted from clinical data, images, or signals, which are sparse and noisy.

A penalty-based minimization approach is then used to find the unknown modal rotation using sparse and noisy modal displacement measurement.

Our algorithm is also of the same type because the sparse and noisy dimension components do not participate in the computation.