Disengage the rear brake before you remove the rear wheel.

Pinch the arms to compress the brake cable.

Pull the cable out of the lever and it will fully release.

If your brake does not have a quick release (as shown in the picture) you may have to loosen the nut securing the brake cable to open the brakes.