The encounter happened after Alvarez had refused to be detained for allegedly driving with a suspended license, he said.
Alvarez was booked for DUI and resisting arrest. Those charges were later dropped for lack of evidence.
The suit filed in federal court claims the officers violated Alvarez' civil rights.
The Mercury News reports this is at least the third time in recent years that Palo Alto Police have been accused of using excessive force.