Removing noise on the asphalt pavement


I want to ask regarding removing the noise. I’m new with this topic, as in the picture, I try to use median (below) and gaussian blur (up) from the binary inverse threshold. My aim is to highlight the crack image only. Is there anyone have idea how to remove the noise as in the picture attached.
Thank you.