Improved Neural Network Based Manifold Learning Method for Face Recognition with Less Face Images Per Individual

A method of evaporating an adherent metal electrode coating onto a surface of the zirconia exhaust gas oxygen sensor body. The zirconia is heated to an elevated temperature and the electrode metal evaporated onto the zirconia surface from an adjacent helix. The helix conforms to the zirconia surface and has electrode metal distributed throughout its length. After deposition at a rate of about 0.5-1.0 micrometers per minute is terminated, the zirconia is maintained at the elevated temperature for a few minutes and then slowly cooled for exposure to ambient conditions. Evaporation is from a conforming, closely spaced helix that also preheats the sensor body.