It happened around 10:15 p.m. Monday at Decatur Avenue and South Route 9.
Initial reports indicate the bus was struck by the SUV.
One of the victims, an occupant in the SUV, was seriously injured.
At least two occupants from the bus were injured.
A pole was also sheered from its base in the crash.
Route 9 was shut down in the area due to the accident.