Ym. Marzouk et Dp. Hart, ASYMMETRIC AUTOCORRELATION FUNCTION TO RESOLVE DIRECTIONAL AMBIGUITY IN PIV IMAGES, Experiments in fluids, 25(5-6), 1998, pp. 401-408
Autocorrelation of a double-exposed image, unlike cross-correlation be
tween two images, produces a correlation function that is symmetric ab
out the origin. Thus, while it is possible to calculate the speed and
direction of tracer particles in a particle image velocimetry (PIV) im
age using autocorrelation, it is impossible to tell whether the veloci
ty is in the positive or negative direction. This ambiguity can be res
olved by spatially shifting one exposure relative to the next or label
ing exposures with color or polarization, but the complexity and limit
ations of these methods can be prohibitive. It is, however, possible t
o resolve the sign of the velocity from a triple-exposed image using u
nequal time intervals between exposures. Triple-exposed images, like d
ouble-exposed images, correlate symmetrically about zero. The directio
nal ambiguity, however, can be resolved by calculating the probability
that the three exposures occur in a specific temporal order; that is,
by assuming that the correlation has a specific sign and testing to s
ee if the assumption is correct. Traditional spectral and statistical
correlation techniques are unable to accomplish this. Presented herein
is a computationally efficient asymmetric correlation function that i
s able to differentiate the temporal order of triple exposed images. I
ncluded is a discussion of the limitations of this function and of dif
ficulties in experimental implementation.