Parmelee studied under Henry Bryant of Hartford beginning in 1872 and the following year with Nathaniel Jocelyn in New Haven.
Parmelee later traveled to Paris and attended the Académie Julian from 1881 to 1884 where she studied with Joseph-Nicolas Robert-Fleury, Pierre Auguste Cot, and Jules Joseph Lefebvre [REF].