I've recorded a 5-minute video on my Android phone. It is 1920x1080 and about 1.5Gb. I just spent nearly an hour uploading this to YouTube and when it finished, the only quality setting available was 360p.
I've removed it and gone to try again but I can see no option anywhere about the upload quality setting.