Biometric Signature Biometric Handwritten Signature Introduction

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This research will aim to address this gap.

Research Objectives

The primary objective of this research is to develop a SIFT-based algorithm that will improve the efficacy of handwritten signature feature extractions and enable a more powerful and accurate tool for the assessment of signature validity, with lower rates of false rejection of valid signatures and false acceptance of forged (invalid) signatures. To this end, a comparison between measurements of Euclidean distance and Mahalanobis distance in signature features will be conducted, and the most efficacious, efficient, and accurate means of measurement will be identified. From this, it will be possible to construct a more effective and accurate algorithm as the parameters of that algorithm and the data utilized in its functioning will be more accurate and more effectively and comprehensively obtained.

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These objectives will serve the research community in addition to providing practical benefits in signature verification and validation, reducing costs associated with discovering and failing to discover forgeries and with general handwritten signature assessment.

Significance

Though electronic and online signatures are becoming more common, offline handwritten signatures are still highly important in terms of establishing identity and forming contracts in a variety of real-world applications. This research will identify and promote best practices in signature validation, creating direct practical benefits in terms of security and contract validity through the application of knowledge obtained through this research. Algorithm and measurement assessments will also benefit the research community by identifying new areas for inquiry and new levels of certainty for established and/or recommended practices......

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Latest APA Format (6th edition)

Copy Reference
"Biometric Signature Biometric Handwritten Signature" (2012, August 31) Retrieved July 5, 2025, from
https://www.aceyourpaper.com/essays/biometric-signature-biometric-handwritten-75344

Latest MLA Format (8th edition)

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"Biometric Signature Biometric Handwritten Signature" 31 August 2012. Web.5 July. 2025. <
https://www.aceyourpaper.com/essays/biometric-signature-biometric-handwritten-75344>

Latest Chicago Format (16th edition)

Copy Reference
"Biometric Signature Biometric Handwritten Signature", 31 August 2012, Accessed.5 July. 2025,
https://www.aceyourpaper.com/essays/biometric-signature-biometric-handwritten-75344
   

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