That would be because if you do a reset you lose everything you had on the device.
Had the images been say synced, and recently updated, to a google account, or saved to a cloud or to a computer, then you would have those to re-add to the phone. Also had they been on an SD card rather than the phone. However once you do that reset, there really is no going back.