Sentence examples for using the improved superpixel from inspiring English sources

This paper proposes a PolSAR image classification method by using the improved superpixel segmentation and manifold learning.

Use the improved, healthy methods.

Then, we re-train the superpixel-level classifier by using the superpixel having high confidence values.

The original PolSAR image has huge amounts of data, but the subsequent computation of the data can be greatly reduced by using the superpixels method.

Using the new system, results improved.

This is based on the experiments and [22], as using the k most similar superpixels to compute the stereo contrast can prevent the stereo contrast saliency value of an abnormal superpixel becoming too great.

Second, we use the superpixel edge algorithm to get boundary information and gather the pixels with the same depth value.

Fig. 7 The result of classification by using the majority voting principle in the superpixel blocks.

d a = 16, p = 7. Figure 7 shows the result of classification by using the majority voting principle in the superpixel blocks, and the LE algorithm is used to reduce dimension.

The coarse merging merges the adjacent superpixels with less evident boundaries, and the fine merging merges the ambiguous superpixels using the spatial enhanced fuzzy clustering.

Based on the number of superpixels, the input image (left image) is segmented into a set of non-overlapping superpixels in the scale s using the SLIC algorithm.