Sentence examples for by using the sparse from inspiring English sources

Then, HR patches are reconstructed by using the sparse representation along with the corresponding HR dictionary and mapping matrix.

Improved SAR imaging is achieved by using the sparse Bayesian learning algorithms that are based on relevance vector machine [14, 15].

We can represent this signal vector x H by using the sparse representations as x H ≈D H α H, where α H is a sparse coefficient matrix for the HR signal vector with only very few non-zero elements.

Our application of CMAQ was driven by meteorology from the Weather Research and Forecasting (WRF) model (Skamarock et al. 2005) and emissions calculated on a day-by-day, hour-by-hour basis using the Sparse Matrix Operator Kernel Emissions (SMOKE) model (University of North Carolina Institute for the Environment 2009).

Likewise, Fig. 7a shows significant random fluctuations caused by reconstruction using the sparse borehole data.

By using the linear sparse model, the prior information of the unknown fMRI image can be extracted from the previous fMRI image and the sparse variations.

Exploiting the sparsity of source DOAs in the whole angular region, we propose a novel DOA tracking method to estimate the source locations and trace their trajectories by using the variational sparse Bayesian learning (VSBL) embedded with Kalman filter (KF).

By using the proposed sparse adaptation method, we showed that less data storage for SA models can be obtained with almost no loss of phone recognition performance than the SMAP adaptation method.

These isolated spots are mostly misclassifications, which can be effectively corrected by using the improved sparse model with structural information.

In our tracker, candidate targets are linearly combined by using the structural local sparse appearance model.

2) By using the kernel based sparse learning approaches and the error correction strategy, the accuracy of the spot and probabilistic forecast results is guaranteed.