What kind of leather are you using for your panels? Veg-Tan, Chrome Tan, Latigo, etc? If you have not considered 'chrome tan', it is leather, flexible and will probably provide you with the emboss relief (height) that you are expecting. Using a thicker foam padding may also help you.
Good luck!