A CNN can be used to enhance the input images before lane detection by excluding noise and obstacles that are irrelevant to the edge detection result.
Images in the visible wavelength were referred to exclude noise from ground area.
For both batches of samples, two rounds of 2D classifications were performed to exclude noise and other bad particles.
Two clustering methods were explored; hierarchical clustering and a density-based method adept at excluding noise and outliers from a dataset.
The second, reflects the expected correlation between the signals received (excluding noise) by two sensor nodes i and j based on the separation distance between them d ij.
To separate particles with different conformations and further exclude noise and bad particles more thoroughly, a cascade of 3D unsupervised or supervised classification with different combinations of parameters were tested.
This demonstrated that the test genome was an ideal method for excluding noise.
This is likely due to the fact that K-means does not involve statistical testing to exclude noise genes from the clusters.
We used a 40 110 dBA measurement range to avoid the potential bias which would result from excluding noise levels below the typical measurement range of 70 140 dBA.
The significant improvement in power by excluding noise provides considerable value to microarray users since fewer arrays are required to resolve desired differences in expression.
