It is almost certainly a false positive finder pattern, which is much easier to find when the image is 'pure' like this. Try the PURE_BARCODE hint for images like this, as it will be much faster and should work on anything. But it's only for non-photos with only a barcode on a white field.
See also https://code.google.com/p/zxing/issues/detail?id=1745