Images of a plurality of checks to be presented for payment may be captured through the use of a check sleeve. The check sleeve includes check-holding mechanism to hold one or more checks in place in the sleeve, and contains various types of markings or other features that allow an image of the sleeve to be oriented, and to allow the portion of the image that represents a check to be distinguished from portions of the image that do not represent a check. One or more algorithms may be used to distinguish check from non-check portions of the image, and to orient the image. The check sleeves may have one or more barcodes imprinted thereon, which may encode various types of information.