No, it is not absolutely necessary for you to submit your bank statements.
Having said that, it would help especially if your parents' financial situation is not strong/you have mentioned that you will pay for their airfare and expenses (for example).
You also have the option of sending your bank statements directly to the visa office (if you wish to do so)