1. An image capturing apparatus comprising: an image capturing section that successively captures a plurality of images under a plurality of image capturing conditions set to have different exposure time lengths and aperture openings from each other and result in a same amount of exposure as each other; an image generating section that generates an output image by overlapping the plurality of captured images captured under the plurality of image capturing conditions; and an output section that outputs the output image generated by the image generating section.