Nonlinear separation of signature trajectories for on-line personal authentication

Mitsuru Kondo; Daigo Muramatsu; Masahiro Sasaki; Takashi Matsumoto

Nonlinear separation of signature trajectories for on-line personal authentication

Mitsuru Kondo, Daigo Muramatsu, Masahiro Sasaki, Takashi Matsumoto

Research output: Contribution to journal › Conference article › peer-review

Abstract

Authentication of individuals is rapidly becoming an important issue. This paper proposes a new nonlinear algorithm for pen-input on-line signature verification incorporating pen-position, pen-pressure and pen-inclinations trajectories. A preliminary experiment is performed on a database consisting of 1849 genuine signatures and 3174 skilled† forgery signatures from fourteen individuals. Since no fine tuning was done, this preliminary result looks very promising.

Original language	English
Pages (from-to)	349-352
Number of pages	4
Journal	ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Volume	2
Publication status	Published - 2003 Sep 25
Externally published	Yes
Event	2003 IEEE International Conference on Accoustics, Speech, and Signal Processing - Hong Kong, Hong Kong Duration: 2003 Apr 6 → 2003 Apr 10

ASJC Scopus subject areas

Software
Signal Processing
Electrical and Electronic Engineering

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title = "Nonlinear separation of signature trajectories for on-line personal authentication",

abstract = "Authentication of individuals is rapidly becoming an important issue. This paper proposes a new nonlinear algorithm for pen-input on-line signature verification incorporating pen-position, pen-pressure and pen-inclinations trajectories. A preliminary experiment is performed on a database consisting of 1849 genuine signatures and 3174 skilled† forgery signatures from fourteen individuals. Since no fine tuning was done, this preliminary result looks very promising.",

author = "Mitsuru Kondo and Daigo Muramatsu and Masahiro Sasaki and Takashi Matsumoto",

year = "2003",

month = sep,

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journal = "Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing",

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note = "2003 IEEE International Conference on Accoustics, Speech, and Signal Processing ; Conference date: 06-04-2003 Through 10-04-2003",

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AU - Kondo, Mitsuru

AU - Muramatsu, Daigo

AU - Sasaki, Masahiro

AU - Matsumoto, Takashi

PY - 2003/9/25

Y1 - 2003/9/25

N2 - Authentication of individuals is rapidly becoming an important issue. This paper proposes a new nonlinear algorithm for pen-input on-line signature verification incorporating pen-position, pen-pressure and pen-inclinations trajectories. A preliminary experiment is performed on a database consisting of 1849 genuine signatures and 3174 skilled† forgery signatures from fourteen individuals. Since no fine tuning was done, this preliminary result looks very promising.

AB - Authentication of individuals is rapidly becoming an important issue. This paper proposes a new nonlinear algorithm for pen-input on-line signature verification incorporating pen-position, pen-pressure and pen-inclinations trajectories. A preliminary experiment is performed on a database consisting of 1849 genuine signatures and 3174 skilled† forgery signatures from fourteen individuals. Since no fine tuning was done, this preliminary result looks very promising.

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M3 - Conference article

AN - SCOPUS:0141478706

VL - 2

SP - 349

EP - 352

JO - Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing

JF - Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing

SN - 0736-7791

T2 - 2003 IEEE International Conference on Accoustics, Speech, and Signal Processing

Y2 - 6 April 2003 through 10 April 2003

ER -