Since they mostly saw Ichy at night, and that they probably never noticed the Birds up close, they probably had no idea what he was, as lkely, most of the flyers didn't have feathers, so they didn't know what it was, but this is just my theory, and maybe the directors didn't pay attention to the other movies.