Not all receipts are of standard size. Extracting information from longer receipts has always been a problem for traditional Optical Character Recognition platform. Infrrd OCR tool has the ability to implement image stitching for long receipts. Our computer vision and image processing technique stitches together individual images, each containing a partial view of the document, into a mosaic view of the entire document.