Open-set with Kernels

We have extended the Open set paradigm with two different papers using Kernel Machines and a much more comprehensive theory.  See the following papers. Source code is available at

  1. Probability Models for Open Set Recognition,”

    Walter J. ScheirerLalit P. JainTerrance E. Boult,

    IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI),
    November 2014.
  2. “Multi-Class Open Set Recognition Using Probability of Inclusion,”

    Lalit P. JainWalter J. ScheirerTerrance E. Boult,

    Proceedings of the European Conference on Computer Vision (ECCV),
    September 2014.