Margin setting: the early years

H. John Caulfield

doi:10.1117/12.889270

16 September 2011 Margin setting: the early years

H. John Caulfield

Proceedings Volume 8134, Optics and Photonics for Information Processing V; 813407 (2011) https://doi.org/10.1117/12.889270
Event: SPIE Optical Engineering + Applications, 2011, San Diego, California, United States

Abstract

Margin Setting is very successful way to do pattern recognition. Because it differs fundamentally from prior work it has proved difficult for me to understand even though I invented it years ago and even though it has proved easy to apply and extremely effective. It took me years to understand what I was doing in any fundamental way. Now that I have begun to understand it, the mystery of its success is removed. Its full effects are not well understood, so there is still important basic research to be done. And, the advantages of Margin Setting over prior methods have proved substantial. There seem to me no remaining barriers to its widespread use.

Citation Download Citation

H. John Caulfield "Margin setting: the early years", Proc. SPIE 8134, Optics and Photonics for Information Processing V, 813407 (16 September 2011); https://doi.org/10.1117/12.889270

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