They are likely Madoka's... it a bit of a meme based on her extreme dedication to her best friend's protection. She has a habit of being in rather odd places all the time, and it makes her into something harmless pervert.
The Rebellion movie takes this trait of Homura's and drive it to more of a dangerous obsession with Madoka.
