The optimality of correlation filters is an important issue in applications of pattern recognition. We consider here both binary phase-only filters (BPOFs) and amplitude encoded binary phase-only filters (AE BPOFs) and study the results of optimizing the filters for a real world object (the Space Shuttle). We find that while only small improvements result from optimizing a BPOF, optimization of the AE BPOF is quite important in obtaining a useful correlation function. In the case of an AE BPOF, both signal-to-noise and peak-to-sidelobe measures must be studied. Computer simulation and experimental correlation results are presented.
© 1990 Optical Society of America
Original Manuscript: November 3, 1989
Published: December 10, 1990
John D. Downie and Max B. Reid, "Mapping considerations for optimal binary correlation filters," Appl. Opt. 29, 5235-5241 (1990)