Yes it is possible: Schedule the post, add your graphic and save it as a draft, TADA! You are limited to the size of thumbnail you see below- regardless of the size of your image uploaded.
I do have a premium subscription, which may make a difference. How did I get the premium subscription? I subscribe to Photoshop- only $10.84 a month for me with tax.