Abstract: An image measurement method for performing shape measurement of a component in which measurement points associated with identifiers are set includes: a first step of capturing images of the component to obtain measurement images; a second step of obtaining correspondence data in which the identifiers of the measurement points are associated with the measurement image; a third step of counting the number of measurement images associated with the identifier of each measurement point based on the correspondence data; a fourth step of calculating an evaluation point for each measurement image based on evaluation parameters including the number of measurement images; a fifth step of selecting and removing measurement images based on the calculated evaluation points; and a sixth step of performing the shape measurement of the component by using the measurement images other than the removed measurement images.