Their boys would be grown up by 1910, except the youngest, so they would have moved out most likely.
Have you found an Amelia Hampton in the 1910 US Census? If so, how are you confirming she's "yours"? Same with William Hampton -- How can you tell it's him?
Either one or both could also have passed away.
Do you have death info for either one?