Week-long services called Higan-e (彼岸会) are held at temples. It's usual for people first to listen to sermons and then visit family graves.
Whereas 'Spring Higan' (春彼岸) typically shows gratitude for all living things, 'Autumn Higan' (秋彼岸) gives thanks to the dead.