The capacitors function on this board is to filer the remaining AC harmonics (aka ripple) from the DC voltage levels.
The easy way is to check them is to measure the amount of AC ripple riding on the DC voltage. This check is exactly the same as measuring the DC only you set the meter for AC (you need a true RMS volt meter for this). The negative side of the voltmeter will be on ground, you can clip this or stick it under the ground braid. The voltage you are looking for is +62V at J604-8, -113V at J604-2, and -125V at J604-1. Keep in mind, all of these voltage are there whenever the game is powered on, there is no interlock for them. With the meter on AC you should see very little AC voltage, realistically anything under about 500mv I would call good. You can also measure all the DC voltages at the same test points while you are checking these, just set the meter to DC. I usually check with everything connected by putting my meter lead on the metal prongs that bite into the wires on the back of the connector.
The harder way to check these is to use a capacitance meter to measure them, this way is the harder because it cannot be done with the capacitor in the circuit, you would have to undersold one leg of the capacitors to check them in this fashion, most people would just replace them both rather than check them like this.
I honestly do not think you have a voltage problem here, all of these voltages are sourced from the transformer so unless your game came from Japan (105V transformer tap), someone changed the transformers primary tap points to be 105V, or your home AC is pushing 130V you shouldn't have voltage high enough to overdrive the display.