Correlation Efficiency = Energy in Correlation Peak (7.3) Energy Leaving Hologram The term Horner efficiency was originally applied to that which is here called the medium efficiency.28 More recently, the Horner efficiency has been re-defined to describe the total efficiency including the correlation efficiency due to diffraction.29 This new definition seems to describe more accurately Horner's original intent that the efficiency represent the entire correlation process including the transparency and diffraction effects. Total Efficiency = Energy in Correlation Peak (7.4) Energy in Test Image The signal-to-noise and efficiency for the ideal auto-correlation of a square are tabulated in Table 7.1 for cases where no pre-processing, high-frequency emphasis, and phase-only filtering are applied. Simulation of a Continuous-Tone Hologram The ideal correlation is useful for understanding the various pre-processing effects. In fact, for the on-axis hologram this ideal correlation model accurately predicts the actual results. However, holographic materials cannot record complex values, so off-axis techniques are required. The spatial modulation or other mapping from complex to real valued functions has a pronounced effect on the action of the reference filter. This step must be included to reflect the action of the hologram in an optical correlator. Figure 7.7 shows a block diagram of the simulation of an optical correlator using a continuous-tone hologram. Although quite similar to the ideal