A large area (560 m 2 ) muon telescope in the GRAPES-3 experiment at Ooty, India records muon intensity at high cutoff rigidities (R ) varies from 14-32 GV along 169 independent directions spanning a field of view of 2.3 sr. The threshold energy of the recorded muons is sec( ) GeV along a direction with a zenith angle ( ) and with the average angular accuracy of ∼4 . The directional capabilities of the muon telescope are exploited for studying the effect of atmospheric pressure on the muon flux as a function of R . It is observed that the barometric coefficients relationship with logarithmic R can be well described by second order polynomial function with a high Spearman Rank correlation coefficient of 0.99.