I like it! I think it really suits the vintagey shape of the chair, but will dress it up nicely. Have fun!! Wish I lived closer - I'd bring over my electric upholstery tacker and join the fun.
Do it. The stripes are much more granny to me! If people give you trouble, say you're a hipster and it's granny-chic!