This paper describes JPL's recent work on high-performance automatic target recognition (ATR) processor consisting of
a Grayscale Optical Correlator (GOC) and neural network for various Computer Aided Detection and Computer Aided
Classification (CAD/CAC) applications. A simulation study for sonar mine and mine-like target detection and
classification is presented. Applications to periscope video ATR is also presented.