Sentence examples for multi scale pyramid from inspiring English sources

Usually a multi scale pyramid structure is applied in a layered deep learning neural network.

But how to design a multi scale pyramid structure is still an open problem.

The algorithm uses multi-scale pyramid model to extract the texture, direction, color, and other features of the image.

Selection of operator's scale is performed based on the number of stable pixels at different levels of the multi-scale pyramid.

When the morphological pyramid decomposition is used in the first stage of morphological multi-scale IQA framework, Fig. 12, multi-scale pyramid mean squared error MP_MSE is calculated as weighted product of ( mathit{mathsf{M}}mathit{mathsf{S}}{mathit{mathsf{E}}}_{mathit{mathsf{j}}} ) values at all pyramid levels (9).

We then use improved sparse coding spatial pyramid matching (ScSPM), which extracts dense SIFT descriptor and cell-structured LBP (cLBP) as the local features, that generates global feature via weighted sparse coding and max pooling using multi-scale pyramid kernel, and classifies the images by a linear support vector machine algorithm.

Also, since FAST does not yield multi-scale features and is not scale invariant, a scale pyramid of the imaged is employed and for each pyramid level, the FAST features are determined [9].

It is achieved by computing the correlation scores in a box-shaped region of a scale pyramid representation.

For rapid browsing at multiple scales, we consider each section as a tiled scale pyramid (Fig. 1B).

The registered Drosophila first instar larval brain dataset was converted into a CATMAID compatible scale pyramid yielding 21 846 tiles per section and 1856910 tiles for the whole dataset.

Instead of generating the tiles on the fly from the original image data, we initially generate the whole tiled scale pyramid and store it to the file system.