Coronavirus 'does not spread easily' by touching surfaces or objects ~ CDC
"It may be possible that a person can get COVID-19 by touching a surface or object that has the virus on it and then touching their own mouth, nose, or possibly their eyes. This is not thought to be the main way the virus spreads, but we are still learning more about this virus."
Source:
How COVID-19 Spreads