Environmental Research Institute of Michigan

Vernon L Larrowe

David Michael Zuk

Robert J Maxwell

Marvin J Holter

A pattern recognition system for use with a two-dimensional image, each point associated with a height and with contributions from various wavelengths of light. The image to be analyzed is first sensed by a sensor and stored in a memory. Signals, read from the memory, are filtered and processed to produce signals measuring each of the wavelengths and measuring the height. The resulting distributions of data are first scanned for areas containing appropriate height measurements. Each pixel of these areas is classified according to predetermined classification definitions, further reducing the areas to be processed. These areas are subjected to spatial classification according to other classification definitions. The spatial classification may be accomplished by a neighborhood processor. The areas of the image are then identified with the features to be recognized.

Multispectral/spatial pattern recognition system

A sinusoidal signal frequency multiplier, including a means for stabilizing the static input-ouput phase relationship. The static phase stabilizer compares the phase relationship between the frequency-multiplied output and the input signals, producing a signal which appropriately controls a phase shifter. This phase shifter operates on the input signal, the result serving as input to the frequency multiplier.

Phase-shift stabilized frequency multiplier

An apparatus for measuring the phase difference between two signals including a precision extender employing a frequency multiplier for each of the signals, apparatus for heterodyning each of the signals back to their original frequencies, and a phase detector for measuring the phase difference of the heterodyned signals.

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Ypsilanti, MI, United States of America

Vernon L Larrowe