2009
DOI: 10.3844/ajassp.2009.233.240
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A Novel Approach to Dynamic Signature Verification Using Sensor-Based Data glove

Abstract: Data glove is a new dimension in the field of virtual reality environments, initially designed to satisfy the stringent requirements of modern motion capture and animation professionals. In this study we try to shift the implementation of data glove from motion animation towards signature verification problem, making use of the offered multiple degrees of freedom for each finger and for the hand as well. We used an SVD-based technique to extract the feature values of different sensors locating on corresponding… Show more

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Cited by 14 publications
(8 citation statements)
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“…The advantages of using data glove are: it offers multiple degrees of freedom; permits the user to communicate to the computer to larger extent than most other input devices (Kamel et al 2008;Oz et al, 2004). The data glove is designed as a 3D input device, suitable for a wide range of applications like control and manipulation of virtual worlds, gesture and cognitive media, physiotherapy rehabilitation, control device for artists in remote controlled environment (Gentner and Classen, 2009;Sayeed et al, 2007aSayeed et al, , 2007bSayeed et al, 2009).…”
Section: Literature Reviewmentioning
confidence: 99%
See 1 more Smart Citation
“…The advantages of using data glove are: it offers multiple degrees of freedom; permits the user to communicate to the computer to larger extent than most other input devices (Kamel et al 2008;Oz et al, 2004). The data glove is designed as a 3D input device, suitable for a wide range of applications like control and manipulation of virtual worlds, gesture and cognitive media, physiotherapy rehabilitation, control device for artists in remote controlled environment (Gentner and Classen, 2009;Sayeed et al, 2007aSayeed et al, , 2007bSayeed et al, 2009).…”
Section: Literature Reviewmentioning
confidence: 99%
“…n and n is the sample size. The standard deviation is calculated to identify the most active channels (Sayeed et al, 2009). This is done for reducing feature size, computational complexity by eliminating low performing channels and reduction of hardware.…”
Section: Standard Deviationmentioning
confidence: 99%
“…sample (D) [8]. The fractal dimension of the sample (D) then becomes [9] where, U and V are real orthogonal matrices, S is a real pseudo diagonal matrix with non-negative diagonal element [5,6].…”
Section: Singular Value Decomposition (Svd)mentioning
confidence: 99%
“…In other words, current systems are still far away from the capability of the human perception system, research in biometric systems has been increasing significantly due to international insecurity environment. Research groups around the world are developing algorithm and systems based on face, iris, fingerprint, palm print or voice and one other possible biometric source is the ear (Sayeed et al, 2009;Rizon et al, 2006;Galbiati, 1990;Hong et al, 1998;Rehan and Rashid, 2004;Khairul and Osamu, 2010;Tabassi and Wilson, 2005).…”
Section: Introductionmentioning
confidence: 99%