1. An X-ray CT scanner comprising: an X-ray source generating an X-ray; a detector detecting the X-ray generated by the X-ray source and transmitted through an object; a processor producing projection data by applying to an output signal from the detector logarithm conversion processing on a function deviating from an ideal logarithm function; and a reconstruction unit configured to reconstruct an image using the projection data produced by the processor.