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
Binary PSO Variants for Feature Selection in Handwritten Signature Authentication
Sign Up to like & getrecommendations! Published in 2022 at "Informatica"
DOI: 10.15388/21-infor472
Abstract: In this paper we propose modifications of the well-known algorithm of particle swarm optimization (PSO). These changes affect the mapping of the motion of particles from continuous space to binary space for searching in it,… read more here.
Keywords: authentication; binary pso; handwritten signature; pso ... See more keywords
A Two-Stage Siamese Network Model for Offline Handwritten Signature Verification
Sign Up to like & getrecommendations! Published in 2022 at "Symmetry"
DOI: 10.3390/sym14061216
Abstract: Offline handwritten signature verification is one of the most prevalent and prominent biometric methods in many application fields. Siamese neural network, which can extract and compare the writers’ style features, proves to be efficient in… read more here.
Keywords: network; signature; model; handwritten signature ... See more keywords