Quantum tomography as normalization of incompatible observations
  Quantum states are successfully reconstructed using the maximum likelihood estimation on the subspace where the measured projectors reproduce the identity operator. Reconstruction corresponds to normalization of incompatible observations. The proposed approach handles the noisy data corresponding to realistic incomplete observation with finite resolution. 
Z. Hradil, J. Summhammer, H. Rauch