Can't get rid of brown algae on plants, help!

My husband has a 70 gallon community tank with a lot of plants. Unfortunately, no matter how often he changes the water and cleans the plants, we can't get rid of the brown algae that grows on our pretty, underwater plants.

Any advice or suggestions would be amazing