To remove banners or replace it with your own ones, edit the following Templates:
Index Page Templates/Edit Template: index banner codes are placed inside Sidebar section.
Theme uses Font Awesome Icon Font. The only Image icons that left are Post icons. Since Theme uses Bootstrap Framework also, Glyphicons are supported too.