Those kinds of issues are typically caused by driver issues or hardware problems. Most games require specific graphics/display features that require properly functioning video drivers and hardware to perform. Safe mode is usually entered to allow you to diagnose and correct problems at a driver or hardware level.

What you should do is run hardware diagnostics and/or check out and update your drivers. These procedures also contain useful steps for determining if your graphics adapter is correctly set to run our games.