An In-Depth Study on Open-Set Camera Model Identification

no code implementations • 11 Apr 2019 • Pedro Ribeiro Mendes Júnior, Luca Bondi, Paolo Bestagini, Stefano Tubaro, Anderson Rocha

To deal with this issue, in this paper, we present the first in-depth study on the possibility of solving the camera model identification problem in open-set scenarios.

Open Set Learning

Specialized Support Vector Machines for Open-set Recognition

no code implementations • 13 Jun 2016 • Pedro Ribeiro Mendes Júnior, Terrance E. Boult, Jacques Wainer, Anderson Rocha

In the open-set scenario, however, a test sample can belong to none of the known classes and the classifier must properly reject it by classifying it as unknown.

General Classification Open Set Learning +1