The urgent tests need to be carried out is
- to find the real pose estimation result only by landmark points without uncertainty
- evaluate the influence of uncertainty
- to find the pose estimation effect based on probability map of features
After that we can then to test the EM algorithm's effect.
However, the main obstacle for me is that I don't have GPU right now - - Probablity I will read data directly from groundtruth of dataset.