@inproceedings{6cb3a1b90d5d405d92483474f7398031,
title = "The influence of dataset quality on the results of behavioral biometric experiments",
abstract = "This paper explores some aspects that are involved during the construction of reliable benchmark sample databases for novel behavioral biometric identification methods, such as the data quality, the recording patterns and the post processing procedures that may be applied on the data. A large collection of eye movement samples was employed as a test case. It was recorded under a variety of settings and processed with a number of different approaches. Our analysis reveals that there are specific features during the construction of a database that may significantly influence the final identification performance. It also leads on the establishment of some guidelines, which can be generalized on other behavioral biometric methods, regarding the factors that should be taken into consideration during the creation, the description and the processing of a database of biometric samples.",
author = "Pawel Kasprowski and Ioannis Rigas",
year = "2013",
month = jan,
day = "27",
language = "English",
series = "BIOSIG 2013 - Proceedings of the 12th International Conference of the Biometrics Special Interest Group",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
editor = "Arslan Bromme and Christoph Busch",
booktitle = "BIOSIG 2013 - Proceedings of the 12th International Conference of the Biometrics Special Interest Group",
address = "United States",
note = "12th International Conference of the Biometrics Special Interest Group, BIOSIG 2013 ; Conference date: 04-09-2013 Through 06-09-2013",
}