1. A particle diameter measuring apparatus comprising: a dark field illumination section which dark-field-illuminates particles; an image pickup section which captures a particle image of each of the dark-field-illuminated particles; and a computing section which calculates a particle diameter of each particle based on luminance of the captured particle image.