Shirt Cut Meme - Artist's commentary:"#shirtcutmeme or maybe Short Bat Meme? Rouge the Bat in her glory =3"

According to Sonic Channel which is the official sonic Japanese website published and maintained by Sega, Rouge is actually 105 cm (3' 5" for the yanks) tall

Going by concept art, the answer is "no." The line for character heights is on the top of their skulls.