The MOST likely reason for the increase in the use of portraiture during the Roman Empire is:
There was a greater emphasis on the individual in Roman society.
This reflects the Roman cultural values that celebrated individual achievements and personal identity, leading to an increase in the representation of individuals through portraiture.