The markup compiler also preprocesses any event attributes found in XAML where the build actions declare that the markup compiler is used.

Thus, the first problem we studied is redundance elimination, which preprocesses the input by merging redundant events so as to prevent AIRS from taking unnecessary responses.

Then by analyzing the characteristics of the road surface images, we carry out some necessary preprocesses such as gray scale calibration and geometry calibration to these images.