Optical Character Recognition (OCR) is a method for computer to process an image that contains some text and then try find any characters in image, convert it digital text. In this research, Advanced Local Binary Pattern Chain Code algorithm will be tested identify alphabets the image. Several preprocessing are also needed, such as transformation, rescaling, grayscale conversion, edge detection...