To provide a character noise eliminating apparatus that can eliminate a character noise when a fingerprint ridgeline area has a higher density than a character noise area. A character noise eliminating apparatus includes a device for repeating a processing in which a binary image is generated by binarizing an image with a binarization threshold that is inputted by an operator and the binary image is displayed on a data display device, and determining the character noise area, a device for setting density conversion area layers inside and outside the character noise area, and a device for setting a neighboring pixel group within the same density conversion area layer as the density conversion area layer to which a target pixel belongs as a reference area of the target pixel, with respect to pixels in the density conversion area layers, and generating a density converted image applying a local image enhancement.