The thermal image smoothing method, which is a method for smoothing thermal images produced on the basis of thermal image values measured with a work that has been coated with a black body coating, is provided with a removal process wherein estimated thermal image values are set as values on respective line segments between maximum points and thermal image values that are smaller than the estimated thermal image values are removed from the thermal image values as anomalous thermal image values.