A perspective analysis of handwritten signature technology
Handwritten signatures are biometric traits at the center of debate in the scientific
community. Over the last 40 years, the interest in signature studies has grown steadily …
community. Over the last 40 years, the interest in signature studies has grown steadily …
Signature identification and verification techniques: state-of-the-art work
Signature identification and verification are some of the biometric systems used for personal
identification. Signatures can be considered as authentication of an individual by the …
identification. Signatures can be considered as authentication of an individual by the …
Handwriting biometrics: Applications and future trends in e-security and e-health
Online handwritten analysis presents many applications in e-security, signature biometrics
being the most popular but not the only one. Handwriting analysis also has an important set …
being the most popular but not the only one. Handwriting analysis also has an important set …
Exploring recurrent neural networks for on-line handwritten signature biometrics
Systems based on deep neural networks have made a breakthrough in many different
pattern recognition tasks. However, the use of these systems with traditional architectures …
pattern recognition tasks. However, the use of these systems with traditional architectures …
TypeNet: Deep learning keystroke biometrics
We study the performance of Long Short-Term Memory networks for keystroke biometric
authentication at large scale in free-text scenarios. For this we explore the performance of …
authentication at large scale in free-text scenarios. For this we explore the performance of …
DeepSign: Deep on-line signature verification
Deep learning has become a breathtaking technology in the last years, overcoming
traditional handcrafted approaches and even humans for many different tasks. However, in …
traditional handcrafted approaches and even humans for many different tasks. However, in …
[HTML][HTML] SVC-onGoing: Signature verification competition
This article presents SVC-onGoing 1, an on-going competition for on-line signature
verification where researchers can easily benchmark their systems against the state of the …
verification where researchers can easily benchmark their systems against the state of the …
Recurrent adaptation networks for online signature verification
Online signature verification remains a challenging task owing to large intra-individual
variability. To tackle this problem, in this paper, we propose to use recurrent neural networks …
variability. To tackle this problem, in this paper, we propose to use recurrent neural networks …
BioTouchPass2: Touchscreen password biometrics using time-aligned recurrent neural networks
Passwords are still used on a daily basis for all kind of applications. However, they are not
secure enough by themselves in many cases. This work enhances password scenarios …
secure enough by themselves in many cases. This work enhances password scenarios …
Touch-dynamics based behavioural biometrics on mobile devices–a review from a usability and performance perspective
Over the past few years, there has been an exponential increase in the percentage of
people owning and using a smart phone. These devices have sensor-rich touchscreens that …
people owning and using a smart phone. These devices have sensor-rich touchscreens that …