1. A barcode image recognition system applied in a hand-held device comprising: an image processing module, for receiving an image and determining a barcode region according to a characteristic of the image; and a barcode recognition module, coupled with the image processing module, for recognizing the barcode region and outputting a plurality of characters associated with the image.