In addition, the picture you posted must be limited by the camera and there is a distortion problem. Find the calibrated code of the camera, restore it to a normal image first, and then think about what to do. The processed material is not good, and any algorithm behind it is useless.
As for the identification, I don't know what you want to identify. If the road is recognized in common robot recognition, it is best to obtain a little prior knowledge first. Hehe, it's a little experience. If I'm not mistaken, I suggest you check the darpa Challenge of the US Department of Defense (it seems to be written like this). It's machine vision navigation, which can broaden your horizons.