1. A method for binarizing an image, which image is composed of pixels, said method comprising: splitting said image into two semi-images; initializing local parameters based on values of pixels that lie in an area adjacent to a boundary separating said semi-images; and performing a binarization separately for each of said semi-images using an adaptive threshold, wherein said adaptive threshold is calculated for each of said semi-images proceeding from said initialized local parameters.