Sentence examples for based on gradient attempt from inspiring English sources

Respect to other optimization methods, the optimization techniques based on gradient attempt to estimate the gradient of the error surface and proceed to an optimum solution by following the negative direction of this estimated vector.

The proposed feature is based on gradient, but different from conventional gradient-based local features, and designed to seam carving.

One category is based on gradient, including finite difference approximation of derivative, adjoint gradient-based methods, and gradient simulator methods.

3D cell nuclei segmentation based on gradient flow tracking.

Muliticommodity Flow algorithm based on gradient projection method and a path flow formulation.

A new algorithm based on gradient descent is used.

Besides the shrinkage strategy, SGB, a later developed algorithm based on gradient boosting, applies subsampling as a regulation technique to reduce overfitting7,10.

It is based on gradient descent method.

The parameters are iteratively updated based on gradient descent.

After calculating the gradient of extreme point, the adjacent region is divided based on gradient direction of feature points specified by gradient histogram.

In general, single-shot echo planar imaging sequences based on gradient-echo techniques are used.