Eye points are not properly matched when the eye is in closed state

[Ram6995]

The eye landmark points are not properly matched when the eye is in closed state.the landmark points are detected outside of the Eye lid(in Eye closed state). Kindly help me,thanks in advance.

[yinguobing]

I think the model is over fitted. Directly regression of facial landmark may not be the best option.
Read this great paper for more: https://arxiv.org/abs/1608.04188