Now I already paid the fee for the application that contains this old picture, is there way to change it ?
-Read this link to see whether you can fix it:
http://www.nolo.com/legal-encyclopedia/made-mistake-form-ds-160-i-fix-after-submitted.html
If you can not fix it, it may be still fine if your appearance should have not changed that much. Also, you may just bring your photo taken recently, along with the online DS-160 confirmation page, to the U.S. Embassy or Consulate at which you plan to apply for your visa, just in case.