I don't have an idea as to what the author means by:
" We represent the depth map using a tensor product spline".

What I liked about the paper is that they say that its a good idea to bootstrap the dense depth recovery algorithm by first estimating the camera motion using a feature based structure from motion algorithm.

However, I feel that most of the things described in the paper are only standard ways in which these problems can be approached.