Usage of autoencoders and Siamese networks for online handwritten signature verification
Sign Up to like & getrecommendations! Published in 2018 at "Neural Computing and Applications"
DOI: 10.1007/s00521-018-3844-z
Abstract: In this paper, we propose a novel writer-independent global feature extraction framework for the task of automatic signature verification which aims to make robust systems for automatically distinguishing negative and positive samples. Our method consists… read more here.
Keywords: framework; usage autoencoders; signature verification; proposed framework ... See more keywords
Signature verification approach using fusion of hybrid texture features
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04220-x
Abstract: In this paper, a writer-dependent signature verification method is proposed. Two different types of texture features, namely discrete wavelet and local quantized patterns (LQP) features, are employed to extract two kinds of transform and statistical-based… read more here.
Keywords: texture features; signature verification; verification; signature ... See more keywords
VerSig: a new approach for online signature verification
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DOI: 10.1007/s10586-017-1129-4
Abstract: This paper introduces, VerSig, a new proposed scheme for online signature verification. The proposed scheme is based on creation of a signature envelope by employing dynamic time warping method. This envelope provides the basis for… read more here.
Keywords: online signature; versig new; new approach; signature verification ... See more keywords
Online handwritten signature verification based on the most stable feature and partition
Sign Up to like & getrecommendations! Published in 2018 at "Cluster Computing"
DOI: 10.1007/s10586-018-1749-3
Abstract: Existing methods for online signature verification are generally writer independent, as a common set of features is used for all writers during verification. In this paper, we propose a new method of online handwritten signature… read more here.
Keywords: feature; online handwritten; partition; signature verification ... See more keywords
Online Signature Verification Using Locally Weighted Dynamic Time Warping via Multiple Fusion Strategies
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3167413
Abstract: The process of employing a dynamic signature verification system to verify the writer’s identity is known as online signature verification. It can be used as a security system to verify entrance applications and password substitutes,… read more here.
Keywords: signature verification; signature; online signature; fusion strategies ... See more keywords
Information Divergence-Based Matching Strategy for Online Signature Verification
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2017.2769023
Abstract: The phenomenon of data clutter caused by intervariability (individual features) and intravariability (intrinsic noise of reference samples) is one of the most important reasons for performance degradation in online signature verification systems. To address this… read more here.
Keywords: signature; information; signature verification; reference samples ... See more keywords
AVN: An Adversarial Variation Network Model for Handwritten Signature Verification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3056217
Abstract: Handwritten signature verification is a crucial yet challenging problem. While previous studies have made great progress in this problem, they learn signature features passively from given existing data. In this paper, we propose a novel… read more here.
Keywords: signature; variation; signature verification; model ... See more keywords
Recognition of Handwritten Medical Prescription Using Signature Verification Techniques
Sign Up to like & getrecommendations! Published in 2022 at "Computational and Mathematical Methods in Medicine"
DOI: 10.1155/2022/9297548
Abstract: Patient record keeping plays a vital role in diagnoses and cures. Due to a shortage of time, most doctors write prescriptions manually in Pakistan. At times, it becomes difficult for pharmacists to read prescriptions properly.… read more here.
Keywords: verification techniques; handwritten medical; medical prescription; signature verification ... See more keywords
An accurate signature verification system based on proposed HSC approach and ANN architecture
Sign Up to like & getrecommendations! Published in 2021 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v21.i1.pp215-223
Abstract: With the rapid development of technology in all life fields, and due to the huge daily needs for banking systems process, documents processing and other similar systems. The authentication became more required key for these… read more here.
Keywords: system; verification system; signature verification; signature ... See more keywords