Investigate non-iterative optical flow algorithms, and how they could be applied to sensory coding (wavelet coded pyramid, flow on high frequency changes, global flow or X local flows).
For example, SimpleFlow [1] has run times in order of ~N^0.78
[1] http://graphics.berkeley.edu/papers/Tao-SAN-2012-05/ SimpleFlow: A Non-iterative, Sublinear Optical Flow Algorithm
Michael W. Tao, Jiamin Bai, Pushmeet Kohli, and Sylvain Paris
Computer Graphics Forum (Proceedings of the Eurographics'12 conference)
Investigate non-iterative optical flow algorithms, and how they could be applied to sensory coding (wavelet coded pyramid, flow on high frequency changes, global flow or X local flows).
For example, SimpleFlow [1] has run times in order of ~N^0.78
[1] http://graphics.berkeley.edu/papers/Tao-SAN-2012-05/ SimpleFlow: A Non-iterative, Sublinear Optical Flow Algorithm
Michael W. Tao, Jiamin Bai, Pushmeet Kohli, and Sylvain Paris
Computer Graphics Forum (Proceedings of the Eurographics'12 conference)