Conventionally a detected image is represented by an intensity array o
wing to the square-law nature of most detectors. However, this does no
t mean that we have to restrict ourselves to using intensity images fo
r the correlation process. Transforming intensity images into phase im
ages before correlation, which can be easily realized by a phase-modul
ation spatial light modulator, offers an alternative approach for high
-performance pattern recognition, A phase-transformed input joint tran
sform correlator is investigated in detail in terms of pattern discrim
inability, detection efficiency, and noise robustness. We show that th
e phase-transformed joint transform correlator has higher pattern disc
riminability and detection efficiency than the conventional joint tran
sform correlator, and it also offers a better trade-off between the pa
ttern discriminability and noise tolerance. A proof-of-concept experim
ent is also provided. (C) 1996 Optical Society of America.