If you used Shift+Del they will be gone but Del will just send to the recycle bin, and if you haven't put your recycle bin out on the street yet to be collected they should be still in it.
In the top right of Windows Explorer type SGU or MGU in.
Search the Computer for SGU or MGU also by clicking on Computer icon then top right search by copy and paste this below:
*.*GU