Ok I'll try to explain it better.
The images are stored as png, and the transparent pixels are (0,0,0,0) (a truly transparent background). When loading, SFML sometimes converts those pixels to (somebluecolor, 0), which yields the blue background instead of the expected black one (when I render with transparency disabled).