I liked how the authors defined dynamical texture as IID realizations of a sequence of images. I knew that after having stared at the ocean for a long time, there existed some temporal coherence in the pattern of waves but I lacked mathematical rigor and enough motivation to
formulate the problem of reconstructing the observation.

Hopefully today's presentation will clear up some details in section 4.