Predictive models for multibiometric systems

作者：

Highlights：

• The work proposes Multinomial and Geometric models for multibiometric systems.

• The models predict bounds on indices in which a test subject is likely to be present.

• Bounds are used in the recognition system to predict a smaller subset of candidates.

• The models are verified with various publically available multibiometric data.

摘要

Highlights•The work proposes Multinomial and Geometric models for multibiometric systems.•The models predict bounds on indices in which a test subject is likely to be present.•Bounds are used in the recognition system to predict a smaller subset of candidates.•The models are verified with various publically available multibiometric data.

论文关键词：Object recognition,Biometrics,Modeling and prediction,Statistical models

论文评审过程：Received 15 May 2013, Revised 2 May 2014, Accepted 29 May 2014, Available online 9 June 2014.

论文官网地址：https://doi.org/10.1016/j.patcog.2014.05.020