1. A method for crystal identification in nuclear imaging systems, comprising: generating a flood image which includes a plurality of peaks, each peak responsive to received radiation and corresponding to a scintillator crystal; identifying candidate regions in the flood image with a watershed segmentator implementing a watershed transform; and assigning crystal for each candidate region.