Determination of decision boundaries for online signature verification

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Abstract

We are developing methods for online (or dynamical) signature verification. Our method is first to move the test signature to the sample signature so that the DP matching can be done well, and then compare the pen information along the matched points of the signatures. However, it is not easy to determine how to use the several elements of discrepancy between them. In this paper, we propose a verification method based on the discrimination by RBF network.

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Tanaka, M., Ishino, Y., Shimada, H., Inoue, T., & Bargiela, A. (2003). Determination of decision boundaries for online signature verification. In Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) (Vol. 2773 PART 1, pp. 401–407). Springer Verlag. https://doi.org/10.1007/978-3-540-45224-9_56

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