Holistic Uncertainty Estimation For Open-Set Recognition

Leonid Erlygin, Alexey Zaytsev

Accurate uncertainty estimation is a critical challenge in open-set recognition, where a probe biometric sample may belong to an unknown identity. It can be addressed through sampl…