physiognomize
/ˌfɪzɪˈɒnəmʌɪz/(also physiognomise)
verb
[with object] To examine or study physiognomically; to infer something about (a person, personal attribute, etc.) from physiognomy.
Origin
Mid 17th century (in an earlier sense). From physiognomy + -ize.