From Sahih Bukhari (Hadith 6794):
Narrated `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
Reference: Bukhari 6794