Yes, background image of visual CV can be changed.

Note: Background image option is in Artists CV Template only. 

Steps to change the background

• Go to CV Settings
• Click “Update Background Image”.
• Upload the image you want in background
• Save your changes by clicking on UPDATE CV DESIGN
• View CV to see the changes