Accounts Contacts & Notes Reporting

Accounts Contacts & Notes Reporting

I am trying to create a report that contains all the notes for a particular contact and will show which account that contact belongs to. 

I attempted customizing some of predefined reports but that didn't work - When selected Account Name to show in the Report, all that was shown was a "-". I have tried creating custom reports with the basis being Account, Contacts, Notes a different points, but nothing has worked.

It seems that I can show all notes for a contact, all contacts for and account, but NOT the combination.

Any help would be greatly appreciated.