Sahih Bukhari Volume 8, Book 81, Hadith Number 786.

Narrated By ‘Aisha : A thief’s hand was not cut off for stealing something worth less than the price of a shield, whether a Turs or Hajafa (two kinds of shields), each of which was worth a (respectable) price.