New off-line Handwritten Signature Verification method based on Artificial Immune Recognition System

@article{Serdouk2016NewOH,
  title={New off-line Handwritten Signature Verification method based on Artificial Immune Recognition System},
  author={Yasmine Serdouk and Hassiba Nemmour and Youcef Chibani},
  journal={Expert Syst. Appl.},
  year={2016},
  volume={51},
  pages={186-194}
}
A new system for Handwritten Signature Verification is proposed.The Artificial Immune Recognition System is proposed to achieve the verification task.Two new features that are Gradient Local Binary Patterns and Longest Run Features are proposed.Results obtained on CEDAR and GPDS-100 corpuses reveal the effectiveness of the proposed methods. Natural Immune System offers many interesting features that inspired the design of Artificial Immune Systems (AIS) used to solve various problems of… CONTINUE READING

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References

Publications referenced by this paper.
SHOWING 1-10 OF 56 REFERENCES

On-Line and Off-Line Handwriting Recognition: A Comprehensive Survey

  • IEEE Trans. Pattern Anal. Mach. Intell.
  • 2000
VIEW 3 EXCERPTS
HIGHLY INFLUENTIAL