Sentence examples for by kernel regression method from inspiring English sources

We use the inter- and intra-frame discontinuity of blotch to detect them and then restore them by kernel regression method.

In the first stage, rain streaks are detected by using a kernel regression method under an assumption of the elliptical shape and the vertical orientation of rain steaks.

In the case of exhaustive sampling, the steering kernel regression method converges to the true solution.

The full data set was generated using the pair-wise kernel regression method.

Furthermore, adaptive smoothing neighborhoods are presented in [8], and a kernel regression method is presented in [9].

The differential background prediction is presented to eliminate the negative affect of marginal information on test vessel based on a kernel regression method.

When training any kernel method (e.g. an SVM or a kernel regression method) with this kernel, the resulting function is a weighted sum of kernel evaluations (1).

This paper describes a methodology to use kernel regression methods as an effective tool for facies delineation.

Kernel methods and, in particular, kernel regression methods are also called memory-based methods because they require keeping or storing the entire training set to estimate or compute future data points.

Multiscale causal trends were computed based on cSiZer, an algorithm for change detection on any scale based on kernel regression methods.

In order to focus on the differences between the method proposed in this article and the best results we know of by other methods on the given benchmark datasets, we provide a detailed comparison with the kernel regression-based method (KRM) (Yamanishi et al., 2008).