Synthetic ID Card Image Generation for Improving Presentation Attack Detection. (arXiv:2211.00098v1 [cs.CV])

Currently, it is ever more common to access online services for activities
which formerly required physical attendance. From banking operations to visa
applications, a significant number of processes have been digitised, especially
since the advent of the COVID-19 pandemic, requiring remote biometric
authentication of the user. On the downside, some subjects intend to interfere
with the normal operation of remote systems for personal profit by using fake
identity documents, such as passports and ID cards. Deep learning solutions to
detect …

attack card detection image generation presentation