The starburst plus radio hypernovae scenario presented for high-lumino
sity (HLIRGs) and ultraluminous IRAS galaxies (ULIRGs) in Colina & Per
ez-Olea (1992) is used to predict the [Fe II] 1.64 mum luminosity in t
hese galaxies, as well as the [Fe II] 1.64 mum, radio, and Brgamma lum
inosity rates. These are good indicators to characterize starbursts in
heavily obscured environments, i.e., buried starbursts, such as those
believed to exist in HLIRGs and ULIRGs. The predicted [Fe II] 1.64 mu
m luminosity for HLIRGs and ULIRGs is in the range 10(40)-10(42) ergs
s-1 while the rate of [Fe II] 1.64 mum to radio luminosity, with a mea
n value of 17, is almost independent of the initial mass function para
meters. On the contrary, the [Fe II] 1.64 mum-Brgamma luminosity rate
changes from 0.05 to 1.42 as a function of the slope and upper mass li
mit of the initial mass function. The starburst plus radio hypernovae
hypothesis is consistent with the observations if a low upper mass lim
it of 25-30 M., is considered. However, starbursts have difficulties i
n explaining observed [Fe II] 1.64 mum/Brgamma ratios well above 1.4,
as in NGC 7469.