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The Onedimensional Case

In the one-dimensional case, Equation (15) can be solved directly, without any further constraints, and we obtain:

equation388

for the velocity estimate. The solution is, of course, undefined in regions of constant brightness. To overcome this problem it might be advantageous to calculate the flow within a small window and to consider a weighted average of the flow estimates, excluding locations where tex2html_wrap_inline2692 . Similar to the two-dimensional case, this method is less accurate for larger displacements and yields best results when applied iteratively as described in Section 3.3.1.

In the sense that 1D optical flow makes use of partial derivatives in the x and t directions, the above method is closely related to the concept of gradient-based 2D orientation estimation. In particular, the ratio tex2html_wrap_inline2698 is directly analogous to the quantity the arctangent of which provides us with tex2html_wrap_inline2700 in Kass and Witkin's method. Although orientation estimates normally do not have a direction associated with them, in the specific case that one dimension is time, an arrowhead pointing in the direction of t>0 can be assumed.



Markus Weber
Tue Jan 7 15:44:13 PST 1997