Algorithms for implementing one chip binary image processor has been studied. In this paper, image quality improvement algorithms, for the data pre-processed with shading and gamma correction after digitizing the analog signal from CCD or CIS, such as : Improved high quality binarization algorithm is suggested. Error diffusion algorithms for high quality half-tone images is analyzed, Fuzzy Theory based mixed mode algorithm is suggested.