We report in this document on the development of a multimodal authentication benchmark during the eNTERFACE ’ 07 workshop. The objective of creating such a benchmark is to evaluate the performance of multimodal authentication methods built by combining monomodal authentication methods (i.e., multimodal fusion). The benchmark is based on a graphical user interface (GUI) that allows the testing conditions to be modified or extended. It accepts modular monomodal authentication algorithms (feature extraction, robust hashing, etc) and it allows them to be combined into multimodal methods. Attacks and benchmarking scripts are similarly configurable. An additional output of the project is a multimodal database of individuals, which has been collected in order to test the benchmark
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