No change because the body is stationary relative to the observer and so relative to him/her it gains no energy and hence mass due to it's velocity - hence the name: theory of relativity.
A way of trying to imagine what is going on is to think what would happen if he/she collided with the body. The body wouldn't be able to impart any energy to him/her because they are moving together.
