Rule Based Signature Verification and Forgery Detection

نویسنده

  • M. Hanmandlu
چکیده

A rule based signature verification system has been devised based on Adaptive Network Based Fuzzy Inference System (ANFIS). The histogram of the angle differences along the signature trajectory is used as a descriptor of the signatures. We partition the histogram to obtain a number of rules, which is limited to 4 at a time. The performance of the proposed system is found to be satisfactory on the samples of signatures tested.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Off-line signature verification and forgery detection using fuzzy modeling

Automatic signature verification is a well-established and an active area of research with numerous applications such as bank check verification, ATM access, etc. This paper proposes a novel approach to the problem of automatic off-line signature verification and forgery detection. The proposed approach is based on fuzzy modeling that employs the Takagi-Sugeno (TS) model. Signature verification...

متن کامل

An ECC-Based Mutual Authentication Scheme with One Time Signature (OTS) in Advanced Metering Infrastructure

Advanced metering infrastructure (AMI) is a key part of the smart grid; thus, one of the most important concerns is to offer a secure mutual authentication.  This study focuses on communication between a smart meter and a server on the utility side. Hence, a mutual authentication mechanism in AMI is presented based on the elliptic curve cryptography (ECC) and one time signature (OTS) consists o...

متن کامل

تصدیق امضای پویا و احراز هویت مبتنی بر استخراج نقاط غالب پایدار و تقطیع الگوهای امضا

One of the basic problems in signature verification is variability and differences apparent on patterns of signature even for an individual. Signature segmentation to basic components, in addition to the access to the stable features, the hidden differences are revealed between genuine and forgery patterns. In this paper, signature patterns of two-dimensional are segmented by using dominant poi...

متن کامل

Off-line Signature Verification and Forgery Detection Using Pixel Based Fuzzy Logic Technique

A simple, passive scheme to achieve the offline signature verification and forgery detection is proposed. This approach is based on the fuzzy technique of the Takagi-Sugeno model [12]. The ultimate goal of fuzzy logic is to deal with reasoning, inexact or fuzzy concepts. The parameters considered in this approach are the pixel comparison of the signatures, pixel area of the signature and the di...

متن کامل

Fuzzy Logic Based Off-line Signature Verification and Forgery Detection System

Automatic Signature Verification and Forgery Detection has numerous applications in various fields like Bank-Cheque processing, ATM access, Document Authentications etc. Handwritten Signatures have proved pivotal in Authentication of the identity of the person signing the document. This being very important area the problem of signature verification and forgery detection becomes crucial. Handwr...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2002