Supernovae play a key role in the dynamics, structure, and chemical evoluti
on of galaxies. The massive stars that end their lives as supernovae live f
or short enough times that many are still associated with dusty star format
ion regions when they explode, making them difficult to observe at visible
wavelengths. In active star forming regions (galactic nuclei and starburst
regions), dust extintion is especially severe. Thus, determining the supern
ova rate in active star forming regions of galaxies, where the supernova ra
te can be one or two orders of magnitude higher than the average, has prove
n to be difficult. From observations of SN1987A, we know that the [NiII] 6.
63 mu m emission line was the strongest line in the infrared spectrum for a
period of a year and a half after the explosion. Since dust extintion is m
uch less at 6.63 mu m than at visible wavelengths (A(6.63)/A(V) = 0.025), t
he [NiII] line can be used as a sensitive probe for the detection of recent
supernovae. We have observed a sample of starburst galaxies at 6.63 mu m U
sing ISOCAM to search for the [NiII] emission line characteristic of recent
supernovae. We did not detect any [NiII] line emission brighter than a 5 s
igma limit of 5 mJy. We can set upper limits to the supernova rate in our s
ample, scaled to the rate in M82, of less than 0.3 per year at the 90% conf
idence level using Bayesian methods. Assuming that a supernova would have a
[NiII] line with the same luminosity as observed in SN1987A, we find less
than 0.09 and 0.15 per year at the 50% and 67% confidence levels. These rat
es are somewhat less if a more normal type II supernovae has a [NiII] line
luminosity greater than the line in SN1987A.