Is this image classified already? If not, you will first need to carry out that classification process. If you are going down that road - you really need to define / decide upon the classes you wish to identify first.
Then, you could look at using a Zonal Statistics approach to calculate % area per class type, or even use Tabulate Area. Really depends on your desired output / workflow!
Excelsior.
